WO2024113234A1 - Electroencephalogram display method and apparatus, and storage medium - Google Patents
Electroencephalogram display method and apparatus, and storage medium Download PDFInfo
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- the present disclosure relates to, but is not limited to, a method, device and storage medium for displaying an electroencephalogram.
- Electroencephalogram is an electrophysiological monitoring method that records brain waves. It is mainly used to assist in the diagnosis of brain-related diseases. EEG is most commonly used to diagnose epilepsy and is one of the gold standards for epilepsy diagnosis. It can also be used to diagnose sleep disorders, determine the depth of anesthesia, determine the degree of coma, evaluate cerebrovascular diseases, and assess brain death. In addition, EEG was once the first-line method for diagnosing tumors, strokes, and other focal brain diseases. Therefore, EEG is a valuable tool for clinical diagnosis and research. However, due to the large workload of continuous EEG signal monitoring and analysis, it is difficult to carry out extensively at the bedside. Therefore, the use of computers to quantify and compress EEG signals to form simple and intuitive maps has emerged. It is called quantitative EEG (qEEG). qEEG can simplify the EEG image judgment process. However, the quantitative EEG in related technologies can usually only reflect one aspect of EEG information and cannot provide multiple aspects of information in the same plane.
- the present disclosure provides a method, device and storage medium for displaying an electroencephalogram.
- a method for displaying an electroencephalogram comprising:
- the electroencephalogram is a spectrum diagram of an electroencephalogram signal
- the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
- the display method further includes:
- the electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
- the display method further includes:
- the electroencephalogram is determined according to the power spectral density.
- the display method further includes:
- the electroencephalogram is rendered, and colors are used to distinguish energy distribution of the electroencephalogram signal in the electroencephalogram.
- an electroencephalogram display device comprising:
- a receiving module is configured to receive a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of the electroencephalogram signal;
- an acquisition module configured to acquire the electroencephalogram data and electroencephalogram waveform corresponding to the requested time period based on the acquisition request;
- the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
- the acquisition module is further configured to:
- the electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
- the display device further includes a determination module configured to:
- the electroencephalogram is determined according to the power spectral density.
- the display device further includes:
- the rendering module is configured to render the electroencephalogram and use colors to distinguish the energy distribution of the electroencephalogram signal in the electroencephalogram.
- an electroencephalogram display device comprising:
- a memory for storing processor-executable instructions
- the processor is configured to execute the method as described in the first aspect of the embodiment of the present disclosure.
- a non-temporary computer-readable storage medium is provided.
- the device When instructions in the storage medium are executed by a processor of a device, the device is enabled to execute the method as described in the first aspect of the embodiment of the present disclosure.
- the EEG display method disclosed in the present invention can display the brain topography map and waveform map in real time while displaying the EEG signal spectrum map, which can provide more and more comprehensive information when reading the map, thereby improving the efficiency of image judgment and improving the quality of image judgment.
- Fig. 1 is a schematic diagram showing a quantized electroencephalogram according to an exemplary embodiment.
- Fig. 2 is a schematic diagram showing a quantized electroencephalogram according to an exemplary embodiment.
- Fig. 3 is a flow chart of a method for displaying an electroencephalogram according to an exemplary embodiment.
- Fig. 4 is a schematic diagram showing an electroencephalogram display according to an exemplary embodiment.
- Fig. 5 is a flow chart of a method for displaying electroencephalogram data according to an exemplary embodiment.
- Fig. 6 is a schematic diagram showing an electroencephalogram display according to an exemplary embodiment.
- Fig. 7 is a flow chart of a method for determining an electroencephalogram according to an exemplary embodiment.
- FIG. 8 is a block diagram of a device for displaying an electroencephalogram according to an exemplary embodiment.
- FIG9 is a block diagram showing an apparatus for executing a method for displaying an electroencephalogram according to an exemplary embodiment.
- qEEG usually includes the following two forms: the first one is the quantitative EEG as shown in FIG1 , which cannot provide spatially related information in the same plane due to the large number of leads and quantification types; the second one is the quantitative EEG as shown in FIG2 , which presents quantitative information in the form of a tiled brain topography map. Although it can provide spatially related information, it will lose relevant trend information.
- a method for displaying an electroencephalogram in order to overcome the problems in the related art, a method for displaying an electroencephalogram is provided.
- a request for obtaining electroencephalogram information in an electroencephalogram is received, the request for obtaining the electroencephalogram information includes a request period for the electroencephalogram information, the electroencephalogram is a spectrum diagram of the electroencephalogram signal, and based on the acquisition request, the electroencephalogram data and electroencephalogram waveform corresponding to the request period are obtained, wherein the electroencephalogram data is displayed in the form of a planar brain topography map, and the electroencephalogram waveform is displayed in the form of a waveform diagram.
- the electroencephalogram display method in the present disclosure while displaying the spectrum diagram of the electroencephalogram signal, displays the brain topography map and the waveform diagram in real time, which can provide more and more comprehensive information when reading the image, thereby improving the efficiency of image judgment and improving the quality of image judgment.
- FIG. 3 is a flow chart of a method for displaying an electroencephalogram according to an exemplary embodiment. As shown in FIG. 3 , the method for displaying an electroencephalogram includes the following steps:
- Step S301 receiving a request for obtaining electroencephalogram information in an electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of an electroencephalogram signal;
- Step S302 based on the acquisition request, acquire the EEG data and EEG waveform corresponding to the requested time period; wherein the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
- an EEG signal is acquired by an EEG signal detection device, and the acquired EEG signal is quantized to obtain a spectrum diagram of the EEG signal.
- FIG4(a) is a schematic diagram of a spectrum diagram of an EEG signal according to an exemplary embodiment. As shown in FIG4(a), the abscissa of the spectrum diagram is the sampling time of the EEG signal, and the ordinate is the frequency of the EEG signal.
- the energy distribution of the EEG signal is distinguished by color in the EEG (the color is not clearly shown in the figure), for example, red indicates that the energy of the EEG signal is large, and the darker the red, the greater the energy of the EEG signal.
- Blue indicates that the energy of the EEG signal is small, and the darker the blue, the smaller the energy of the EEG signal.
- the spectrum graph can clearly show the changing trend of the EEG signal over time. If any abnormality is found, the user can use the mouse to point to the abnormal position of the spectrum graph to view the specific EEG information.
- the mouse indication is received, a request for obtaining the EEG information is received.
- the horizontal axis corresponding to the position indicated by the mouse is the requested time period, indicating that the user expects to view the EEG information corresponding to the requested time period.
- step S302 the EEG information of each time period in the spectrum diagram is pre-stored in the memory of the display device.
- the EEG signal includes EEG data and EEG waveform.
- the EEG data is displayed in the form of a planar brain topography (Brain Electrical Activity Mapping), and the EEG waveform is displayed in the form of a waveform diagram.
- Figure 4(b) is a schematic diagram of a planar brain topography according to an exemplary embodiment. As shown in Figure 4(b), the planar brain topography is a plane figure formed by a spherical scalp in which the power value of the EEG signal is represented by different colors.
- FIG. 4(c) is a schematic diagram of a waveform diagram according to an exemplary embodiment. As shown in Figure 4(c), the horizontal axis of the waveform diagram is the time axis, and the vertical axis is the amplitude of the EEG signal waveform. It can be understood that the planar brain topography and waveform diagram are displayed in real time according to the request period. When the request period changes, the planar brain topography and waveform diagram corresponding to the changed request period are displayed in real time.
- the position corresponding to the i-th period in the spectrum graph is rendered in gray when the user clicks the position where the i-th period is located in the spectrum graph by mouse.
- a request to obtain the EEG information of the i-th period is received, and the plane brain topography and waveform graph corresponding to the i-th period are displayed above the spectrum graph.
- the position corresponding to the m-th period in the spectrum graph is rendered in gray
- the position of the i-th period in the spectrum graph is rendered in the original color
- the plane brain topography and waveform graph corresponding to the m-th period are used to replace the plane brain topography and waveform graph corresponding to the i-th period, so that the plane brain topography and waveform graph corresponding to the m-th period are displayed above the spectrum graph.
- a request for obtaining EEG information in an EEG is received, the request including a request period for the EEG information, the EEG being a spectrum diagram of the EEG signal, and based on the acquisition request, EEG data and EEG waveform corresponding to the request period are obtained, wherein the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform diagram. While displaying the spectrum diagram of the EEG signal, the brain topography map and the waveform diagram are displayed in real time, which can provide more comprehensive information when reading the image, thereby improving the efficiency of image judgment and improving the quality of image judgment.
- FIG5 is a flow chart of a method for displaying electroencephalogram data according to an exemplary embodiment. As shown in FIG5, the method for displaying electroencephalogram data includes the following steps:
- Step S501 obtaining electroencephalogram data corresponding to a first preset time length before the request period and electroencephalogram data corresponding to a second preset time length after the request period;
- Step S502 simultaneously displaying in a three-dimensional manner the electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period.
- the EEG data corresponding to the first preset time length before the requested time period and the EEG data corresponding to the second preset time length after the requested time period must also be obtained.
- the first preset time length and the second preset time length can be determined according to actual needs, and the first preset time length and the second preset time length can be the same or different.
- FIG. 6 is a schematic diagram of an EEG display according to an exemplary embodiment, as shown in Figure 6, wherein the EEG data of the three time periods are displayed in a three-dimensional display mode, which can more conveniently compare the EEG data of different time periods.
- FIG. 7 is a flow chart of a method for determining an electroencephalogram according to an exemplary embodiment, as shown in FIG. 7 , including the following steps:
- Step S701 obtaining a time domain representation of an electroencephalogram signal based on a preset sampling duration
- Step S702 determining the power spectral density of the electroencephalogram signal according to the time domain representation of the electroencephalogram signal
- Step S703 determining the electroencephalogram according to the power spectrum density.
- the preset sampling time length is determined according to actual needs, for example, it can be 5 seconds.
- the time domain representation of the EEG signal is obtained based on the preset sampling time length, that is, the time domain signal.
- the time domain signal is the original waveform of the EEG signal, and the horizontal axis is the time axis, and the vertical axis is the amplitude of the EEG signal.
- the time domain signal is transformed into a frequency domain signal of the EEG signal.
- the process of performing a time-frequency transformation on the time domain signal is also called the quantization of the EEG signal.
- the time domain signal can be transformed into a frequency domain signal by transformation methods such as Fourier transform, short-time Fourier transform and wavelet transform.
- different frequency domain signals can also be obtained by changing parameters. For example, when performing a time-frequency transformation based on a transformation method of short-time Fourier transform, different frequency domain signals can be obtained by changing the window function. After obtaining the frequency domain signal of the EEG signal, the frequency of the EEG signal is obtained. Based on the time series of the time domain signal corresponding to the frequency domain signal, the power spectrum density of the EEG signal is obtained. The horizontal axis of the power spectrum density is the frequency, and the vertical axis is the amplitude at the frequency.
- the power spectrum density at different times is accumulated to obtain the spectrum diagram of the EEG signal, that is, the EEG. Therefore, the horizontal axis of the EEG is time, and the vertical axis is frequency.
- FIG8 is a block diagram of an electroencephalogram display device according to an exemplary embodiment. As shown in FIG8 , the electroencephalogram display device includes:
- the receiving module 801 is configured to receive a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of the electroencephalogram signal;
- the acquisition module 802 is configured to acquire the EEG data and EEG waveform corresponding to the requested time period based on the acquisition request;
- the EEG data is displayed in the form of a planar brain topography map
- the EEG waveform is displayed in the form of a waveform graph.
- the acquisition module 802 is further configured to:
- the electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
- the display device further includes a determining module 803 configured to:
- the electroencephalogram is determined according to the power spectral density.
- the display device further includes:
- the rendering module 804 is configured to render the EEG and use colors to distinguish energy distribution of the EEG signal in the EEG.
- FIG. 9 is a block diagram of a device 900 for executing a method for displaying an electroencephalogram according to an exemplary embodiment.
- the device 900 may include one or more of the following components: a processing component 902 , a memory 904 , a power component 906 , a multimedia component 908 , an audio component 910 , an input/output (I/O) interface 912 , a sensor component 914 , and a communication component 916 .
- the processing component 902 generally controls the overall operation of the device 900, such as operations associated with display, phone calls, data communications, camera operations, and recording operations.
- the processing component 902 may include one or more processors 920 to execute instructions to complete all or part of the steps of the above-mentioned method.
- the processing component 902 may include one or more modules to facilitate the interaction between the processing component 902 and other components.
- the processing component 902 may include a multimedia module to facilitate the interaction between the multimedia component 908 and the processing component 902.
- the memory 904 is configured to store various types of data to support the operation of the device 900. Examples of such data include instructions for any application or method operating on the device 900, contact data, phone book data, messages, pictures, videos, etc.
- the memory 904 can be implemented by any type of volatile or non-volatile storage device or a combination thereof, such as static random access memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic disk or optical disk.
- SRAM static random access memory
- EEPROM electrically erasable programmable read-only memory
- EPROM erasable programmable read-only memory
- PROM programmable read-only memory
- ROM read-only memory
- magnetic memory flash memory
- flash memory magnetic disk or optical disk.
- the power component 906 provides power to the various components of the device 900.
- the power component 906 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power to the device 900.
- the multimedia component 908 includes a screen that provides an output interface between the device 900 and the user.
- the screen may include a liquid crystal display (LCD) and a touch panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive input signals from the user.
- the touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundaries of the touch or slide action, but also detect the duration and pressure associated with the touch or slide operation.
- the multimedia component 908 includes a front camera and/or a rear camera. When the device 900 is in an operating mode, such as a shooting mode or a video mode, the front camera and/or the rear camera may receive external multimedia data. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
- the audio component 910 is configured to output and/or input audio signals.
- the audio component 910 includes a microphone (MIC), and when the device 900 is in an operating mode, such as a call mode, a recording mode, and a speech recognition mode, the microphone is configured to receive an external audio signal.
- the received audio signal can be further stored in the memory 904 or sent via the communication component 916.
- the audio component 910 also includes a speaker for outputting audio signals.
- I/O interface 912 provides an interface between processing component 902 and peripheral interface modules, such as keyboards, click wheels, buttons, etc. These buttons may include but are not limited to: home button, volume button, start button, and lock button.
- the sensor assembly 914 includes one or more sensors for providing various aspects of status assessment for the device 900.
- the sensor assembly 914 can detect the open/closed state of the device 900, the relative positioning of components, such as the display and keypad of the device 900, and the sensor assembly 914 can also detect the position change of the device 900 or a component of the device 900, the presence or absence of user contact with the device 900, the orientation or acceleration/deceleration of the device 900, and the temperature change of the device 900.
- the sensor assembly 914 may include a proximity sensor configured to detect the presence of nearby objects without any physical contact.
- the sensor assembly 914 may also include an optical sensor, such as a CMOS or CCD image sensor, for use in imaging applications.
- the sensor assembly 914 may also include an accelerometer, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
- the communication component 916 is configured to facilitate wired or wireless communication between the device 900 and other devices.
- the device 900 can access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof.
- the communication component 916 receives a broadcast signal or broadcast-related information from an external broadcast management system via a broadcast channel.
- the communication component 916 also includes a near field communication (NFC) module to facilitate short-range communication.
- the NFC module can be implemented based on radio frequency identification (RFID) technology, infrared data association (IrDA) technology, ultra-wideband (UWB) technology, Bluetooth (BT) technology and other technologies.
- RFID radio frequency identification
- IrDA infrared data association
- UWB ultra-wideband
- Bluetooth Bluetooth
- the apparatus 900 may be implemented by one or more application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), controllers, microcontrollers, microprocessors or other electronic components to perform the above method.
- ASICs application specific integrated circuits
- DSPs digital signal processors
- DSPDs digital signal processing devices
- PLDs programmable logic devices
- FPGAs field programmable gate arrays
- controllers microcontrollers, microprocessors or other electronic components to perform the above method.
- a non-transitory computer-readable storage medium including instructions is also provided, such as a memory 904 including instructions, and the instructions can be executed by the processor 920 of the device 900 to perform the above method.
- the non-transitory computer-readable storage medium can be a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.
- a non-transitory computer-readable storage medium when the instructions in the storage medium are executed by a processor of a device, enables the device to execute a method for displaying an electroencephalogram, the method including any of the above-mentioned methods for displaying an electroencephalogram.
- the embodiments of the present disclosure may be provided as methods, devices (equipment), or computer program products. Therefore, the present disclosure may take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Moreover, the present disclosure may take the form of a computer program product implemented on one or more computer-usable storage media containing computer-usable program codes.
- Computer storage media include volatile and non-volatile, removable and non-removable media implemented in any method or technology for storing information (such as computer-readable instructions, data structures, program modules or other data), including but not limited to RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disk (DVD) or other optical disk storage, magnetic cassette, magnetic tape, disk storage or other magnetic storage device, or any other medium that can be used to store desired information and can be accessed by a computer, etc.
- communication media generally contain computer-readable instructions, data structures, program modules or other data in modulated data signals such as carrier waves or other transmission mechanisms, and may include any information delivery medium.
- These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing device to work in a specific manner, so that the instructions stored in the computer-readable memory produce a product including an instruction device, which implements the functions specified in one or more processes in the flowchart and/or one or more blocks in the block diagram.
- These computer program instructions may also be loaded onto a computer or other programmable data processing device so that a series of operational steps are executed on the computer or other programmable device to produce a computer-implemented process, whereby the instructions executed on the computer or other programmable device provide steps for implementing the functions specified in one or more processes in the flowchart and/or one or more boxes in the block diagram.
- the EEG display method disclosed in the present invention can display the brain topography map and waveform map in real time while displaying the EEG signal spectrum map, which can provide more and more comprehensive information when reading the map, thereby improving the efficiency of image judgment and enhancing the quality of image judgment.
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Abstract
The present disclosure relates to an electroencephalogram display method and apparatus, and a storage medium. The electroencephalogram display method comprises: receiving an acquisition request for electroencephalogram information in an electroencephalogram, wherein the acquisition request comprises a request time period for the electroencephalogram information, and the electroencephalogram is a spectrogram of electroencephalogram signals; and acquiring, on the basis of the acquisition request, electroencephalogram data and an electroencephalogram waveform corresponding to the request time period, wherein the electroencephalogram data is displayed in the form of a planar brain topographic map, and the electroencephalogram waveform is displayed in the form of a waveform graph.
Description
本公开涉及但不限于一种脑电图的显示方法、装置及存储介质。The present disclosure relates to, but is not limited to, a method, device and storage medium for displaying an electroencephalogram.
脑电图(electroencephalogram,EEG)是一种记录脑电波的电生理监测方法,主要用于辅助诊断脑部相关疾病,脑电图最常用于诊断癫痫,是癫痫诊断的金标准之一,同时还可以用于诊断睡眠障碍、判断麻醉深度、判断昏迷程度、评估脑血管疾病和评定脑死亡。另外脑电图曾经也是诊断肿瘤、中风和其他局灶性脑部疾病的第一线方法,因此,脑电图是用于临床诊断和研究的宝贵工具。但是,由于持续的脑电信号监测与分析工作量大,难以在床旁广泛开展,所以出现了利用计算机对脑电信号进行量化、压缩形成简单、直观化的图谱,被称之为量化脑电图(quantitative EEG,qEEG),qEEG能够简化对脑电图的判图流程。但是,相关技术中的量化脑电图通常只能反映一个方面的脑电图信息,无法在同一个平面内提供多个方面的信息。Electroencephalogram (EEG) is an electrophysiological monitoring method that records brain waves. It is mainly used to assist in the diagnosis of brain-related diseases. EEG is most commonly used to diagnose epilepsy and is one of the gold standards for epilepsy diagnosis. It can also be used to diagnose sleep disorders, determine the depth of anesthesia, determine the degree of coma, evaluate cerebrovascular diseases, and assess brain death. In addition, EEG was once the first-line method for diagnosing tumors, strokes, and other focal brain diseases. Therefore, EEG is a valuable tool for clinical diagnosis and research. However, due to the large workload of continuous EEG signal monitoring and analysis, it is difficult to carry out extensively at the bedside. Therefore, the use of computers to quantify and compress EEG signals to form simple and intuitive maps has emerged. It is called quantitative EEG (qEEG). qEEG can simplify the EEG image judgment process. However, the quantitative EEG in related technologies can usually only reflect one aspect of EEG information and cannot provide multiple aspects of information in the same plane.
发明内容Summary of the invention
为克服相关技术中存在的问题,本公开提供一种脑电图的显示方法、装置及存储介质。In order to overcome the problems existing in the related art, the present disclosure provides a method, device and storage medium for displaying an electroencephalogram.
根据本公开的第一方面,提供一种脑电图的显示方法,所述显示方法包括:According to a first aspect of the present disclosure, a method for displaying an electroencephalogram is provided, the method comprising:
接收对所述脑电图中脑电图信息的获取请求,所述获取请求中包括对所述脑电图信息的请求时段,所述脑电图为脑电图信号的频谱图;receiving a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of an electroencephalogram signal;
基于所述获取请求,获取所述请求时段对应的脑电图数据和脑电图波形;Based on the acquisition request, acquiring the electroencephalogram data and electroencephalogram waveform corresponding to the requested time period;
其中,所述脑电图数据以平面脑地形图的方式显示,所述脑电图波形以波形图的方式显示。The EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
在一示例性实施例中,所述显示方法还包括:In an exemplary embodiment, the display method further includes:
获取所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据;Acquire electroencephalogram data corresponding to a first preset time length before the requested time period and electroencephalogram data corresponding to a second preset time length after the requested time period;
在以三维显示方式同时显示所述请求时段对应的脑电图数据、所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据。The electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
在一示例性实施例中,所述显示方法还包括:In an exemplary embodiment, the display method further includes:
基于预设采样时长,获取所述脑电图信号的时域表示;Based on a preset sampling duration, obtaining a time domain representation of the electroencephalogram signal;
根据所述脑电图信号的时域表示,确定所述脑电图信号的功率谱密度;Determining a power spectral density of the electroencephalogram signal based on a time domain representation of the electroencephalogram signal;
根据所述功率谱密度,确定所述脑电图。The electroencephalogram is determined according to the power spectral density.
在一示例性实施例中,所述显示方法还包括:In an exemplary embodiment, the display method further includes:
对所述脑电图进行渲染,在所述脑电图中用颜色区分所述脑电图信号的能量分布。The electroencephalogram is rendered, and colors are used to distinguish energy distribution of the electroencephalogram signal in the electroencephalogram.
根据本公开的第二方面,提供一种脑电图的显示装置,所述显示装置包括:According to a second aspect of the present disclosure, there is provided an electroencephalogram display device, the display device comprising:
接收模块,被配置为接收对所述脑电图中脑电图信息的获取请求,所述获取请求中包括对所述脑电图信息的请求时段,所述脑电图为脑电图信号的频谱图;A receiving module is configured to receive a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of the electroencephalogram signal;
获取模块,被配置为基于所述获取请求,获取所述请求时段对应的脑电图数据和脑电图波形;an acquisition module, configured to acquire the electroencephalogram data and electroencephalogram waveform corresponding to the requested time period based on the acquisition request;
其中,所述脑电图数据以平面脑地形图的方式显示,所述脑电图波形以波形图的方式显示。The EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
在一示例性实施例中,所述获取模块还被配置为:In an exemplary embodiment, the acquisition module is further configured to:
获取所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据;Acquire electroencephalogram data corresponding to a first preset time length before the requested time period and electroencephalogram data corresponding to a second preset time length after the requested time period;
在以三维显示方式同时显示所述请求时段对应的脑电图数据、所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据。The electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
在一示例性实施例中,所述显示装置还包括确定模块,被配置为:In an exemplary embodiment, the display device further includes a determination module configured to:
基于预设采样时长,获取所述脑电图信号的时域表示;Based on a preset sampling duration, obtaining a time domain representation of the electroencephalogram signal;
根据所述脑电图信号的时域表示,确定所述脑电图信号的功率谱密度;Determining a power spectral density of the electroencephalogram signal based on a time domain representation of the electroencephalogram signal;
根据所述功率谱密度,确定所述脑电图。The electroencephalogram is determined according to the power spectral density.
在一示例性实施例中,所述显示装置还包括:In an exemplary embodiment, the display device further includes:
渲染模块,被配置为对所述脑电图进行渲染,在所述脑电图中用颜色区分所述脑电图信号的能量分布。The rendering module is configured to render the electroencephalogram and use colors to distinguish the energy distribution of the electroencephalogram signal in the electroencephalogram.
根据本公开的第三方面,提供一种脑电图的显示装置,包括:According to a third aspect of the present disclosure, there is provided an electroencephalogram display device, comprising:
处理器;processor;
用于存储处理器可执行指令的存储器;a memory for storing processor-executable instructions;
其中,所述处理器被配置为执行如本公开实施例第一方面中所述的方法。The processor is configured to execute the method as described in the first aspect of the embodiment of the present disclosure.
根据本公开的第四方面,提供一种非临时性计算机可读存储介质,当所述存储介质中的指令由装置的处理器执行时,使得装置能够执行如本公开实施例第一方面中所述的方法。According to a fourth aspect of the present disclosure, a non-temporary computer-readable storage medium is provided. When instructions in the storage medium are executed by a processor of a device, the device is enabled to execute the method as described in the first aspect of the embodiment of the present disclosure.
采用本公开的上述方法,具有以下有益效果:本公开中的脑电图显示方法,在显示脑电图信号频谱图的同时,实时显示脑地形图以及波形图,能够在读图时提供了更多更全面的信息,从而提高判图效率,提升判图质量。The above method disclosed in the present invention has the following beneficial effects: the EEG display method disclosed in the present invention can display the brain topography map and waveform map in real time while displaying the EEG signal spectrum map, which can provide more and more comprehensive information when reading the map, thereby improving the efficiency of image judgment and improving the quality of image judgment.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本公开。It is to be understood that the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the present disclosure.
构成本公开的一部分的附图用来提供对本公开的进一步理解,本公开的示意性实施例及其说明用于解释本公开,并不构成对本公开的不当限定。在附图中:The drawings constituting a part of the present disclosure are used to provide a further understanding of the present disclosure. The illustrative embodiments of the present disclosure and their descriptions are used to explain the present disclosure and do not constitute an improper limitation on the present disclosure. In the drawings:
图1是根据一示例性实施例示出的一种量化脑电图的示意图。Fig. 1 is a schematic diagram showing a quantized electroencephalogram according to an exemplary embodiment.
图2是根据一示例性实施例示出的一种量化脑电图的示意图。Fig. 2 is a schematic diagram showing a quantized electroencephalogram according to an exemplary embodiment.
图3是根据一示例性实施例示出的脑电图的显示方法的流程图。Fig. 3 is a flow chart of a method for displaying an electroencephalogram according to an exemplary embodiment.
图4是根据一示例性实施例示出的脑电图显示的示意图。Fig. 4 is a schematic diagram showing an electroencephalogram display according to an exemplary embodiment.
图5是根据一示例性实施例示出的脑电图数据的显示方法的流程图。Fig. 5 is a flow chart of a method for displaying electroencephalogram data according to an exemplary embodiment.
图6是根据一示例性实施例示出的脑电图显示的示意图。Fig. 6 is a schematic diagram showing an electroencephalogram display according to an exemplary embodiment.
图7是根据一示例性实施例示出的确定脑电图的方法流程图。Fig. 7 is a flow chart of a method for determining an electroencephalogram according to an exemplary embodiment.
图8是根据一示例性实施例示出的脑电图的显示装置的框图FIG. 8 is a block diagram of a device for displaying an electroencephalogram according to an exemplary embodiment.
图9是根据一示例性的实施例示出的用于执行脑电图的显示方法的装置的框图。FIG9 is a block diagram showing an apparatus for executing a method for displaying an electroencephalogram according to an exemplary embodiment.
为使本公开实施例的目的、技术方案和优点更加清楚,下面将结合本公开实施例中的附图,对本公开实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本公开一部分实施例,而不是全部的实施例。基于本公开中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本公开保护的范围。需要说明的是,在不冲突的情况下,本公开中的实施例及实施例中的特征可以相互任意组合。In order to make the purpose, technical solution and advantages of the embodiments of the present disclosure clearer, the technical solution in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are part of the embodiments of the present disclosure, rather than all of the embodiments. Based on the embodiments in the present disclosure, all other embodiments obtained by ordinary technicians in this field without making creative work are within the scope of protection of the present disclosure. It should be noted that the embodiments in the present disclosure and the features in the embodiments can be arbitrarily combined with each other without conflict.
相关技术中,qEEG通常包括以下两种形式:第一种,如图1所示的量化脑电图,由于导联数量多,量化类型多,导致无法在同一平面内提供空间相关信息;第二种,如图2所示的量化脑电图,以平铺用脑地形图的形式展现量化信息,虽然能够提供空间相关信息,但是会丢失相关趋势信息。In the related art, qEEG usually includes the following two forms: the first one is the quantitative EEG as shown in FIG1 , which cannot provide spatially related information in the same plane due to the large number of leads and quantification types; the second one is the quantitative EEG as shown in FIG2 , which presents quantitative information in the form of a tiled brain topography map. Although it can provide spatially related information, it will lose relevant trend information.
本公开示例性的实施例中,为了克服相关技术中的问题,提供一种脑电图的显示方法。接收对脑电图中脑电图信息的获取请求,获取请求中包括对脑电图信息的请求时段,脑电图为脑电图信号的频谱图,基于获取请求,获取请求时段对应的脑电图数据和脑电图波形,其中,脑电图数据以平面脑地形图的方式显示,脑电图波形以波形图的方式显示。本公开中的脑电图显示方法,在显示脑电图信号频谱图的同时,实时显示脑地形图以及波形图,能够在读图时提供了更多更全面的信息,从而提高判图效率,提升判图质量。In an exemplary embodiment of the present disclosure, in order to overcome the problems in the related art, a method for displaying an electroencephalogram is provided. A request for obtaining electroencephalogram information in an electroencephalogram is received, the request for obtaining the electroencephalogram information includes a request period for the electroencephalogram information, the electroencephalogram is a spectrum diagram of the electroencephalogram signal, and based on the acquisition request, the electroencephalogram data and electroencephalogram waveform corresponding to the request period are obtained, wherein the electroencephalogram data is displayed in the form of a planar brain topography map, and the electroencephalogram waveform is displayed in the form of a waveform diagram. The electroencephalogram display method in the present disclosure, while displaying the spectrum diagram of the electroencephalogram signal, displays the brain topography map and the waveform diagram in real time, which can provide more and more comprehensive information when reading the image, thereby improving the efficiency of image judgment and improving the quality of image judgment.
本公开示例性的实施例中,提供一种脑电图的显示方法,图3是根据一示例性实施例示出的脑电图的显示方法的流程图,如图3所示,脑电图的显示方法包括以下步骤:In an exemplary embodiment of the present disclosure, a method for displaying an electroencephalogram is provided. FIG. 3 is a flow chart of a method for displaying an electroencephalogram according to an exemplary embodiment. As shown in FIG. 3 , the method for displaying an electroencephalogram includes the following steps:
步骤S301,接收对脑电图中脑电图信息的获取请求,获取请求中包括对脑电图信息的请求时段,脑电图为脑电图信号的频谱图;Step S301, receiving a request for obtaining electroencephalogram information in an electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of an electroencephalogram signal;
步骤S302,基于获取请求,获取请求时段对应的脑电图数据和脑电图波形;其中,脑电图数据以平面脑地形图的方式显示,脑电图波形以波形图的方式显示。Step S302, based on the acquisition request, acquire the EEG data and EEG waveform corresponding to the requested time period; wherein the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
在步骤S301中,通过脑电图信号检测装置获取脑电图信号,并对所获取的脑电图信号进行量化,得到脑电图信号的频谱图。图4(a)是根据一示例性实施例示出的脑电图信号的频谱图的示意图,如图4(a)所示,频谱图的横坐标为脑电图信号的采样时间,纵坐标为脑电图信号的频率,为了便于分辨表示随时间的变化趋势,对频谱图进行渲染时,在脑电图中用颜色区分脑电图信号的能量分布(图中未明确显示颜色),例如以红色表示脑电图信号的能量较大,红色越深表示脑电图信号的能量越大,以蓝色表示脑电图信号的能量较小,蓝色越深表示脑电图信号的能量越小。用户在查看脑电图时,通过频谱图能够明确看出脑电图信号随时间的变化趋势,如果发现其中有异常,可以通过鼠标指示频谱图的异常位置来查看具体的脑电图信息,接收到鼠标指示时,即接收到对脑电图信息的获取请求,鼠标指示的位置所对应的横坐标为请求时段,表示用户期望查看请求时段对应的脑电图信息。In step S301, an EEG signal is acquired by an EEG signal detection device, and the acquired EEG signal is quantized to obtain a spectrum diagram of the EEG signal. FIG4(a) is a schematic diagram of a spectrum diagram of an EEG signal according to an exemplary embodiment. As shown in FIG4(a), the abscissa of the spectrum diagram is the sampling time of the EEG signal, and the ordinate is the frequency of the EEG signal. In order to facilitate the identification of the change trend over time, when rendering the spectrum diagram, the energy distribution of the EEG signal is distinguished by color in the EEG (the color is not clearly shown in the figure), for example, red indicates that the energy of the EEG signal is large, and the darker the red, the greater the energy of the EEG signal. Blue indicates that the energy of the EEG signal is small, and the darker the blue, the smaller the energy of the EEG signal. When the user is viewing the EEG, the spectrum graph can clearly show the changing trend of the EEG signal over time. If any abnormality is found, the user can use the mouse to point to the abnormal position of the spectrum graph to view the specific EEG information. When the mouse indication is received, a request for obtaining the EEG information is received. The horizontal axis corresponding to the position indicated by the mouse is the requested time period, indicating that the user expects to view the EEG information corresponding to the requested time period.
在步骤S302中,频谱图中每个时段的脑电图信息预先存储在显示装置的存储器中,接收到获取请求后,获取请求中请求时段所对应的脑电图信息,脑电图信号包括脑电图数据和脑电图波形,同时将脑电图数据以平面脑地形图(Brain Electrical Activity Mapping)的形式显 示,脑电图波形以波形图的形式显示。图4(b)是根据一示例性实施例示出的平面脑地形图的示意图,如图4(b)所示,平面脑地形图为脑电图信号功率值用不同颜色表示的球面头皮展成的平面图形,图中的每个点表示获取脑电图信号时的每个采样点,功率值相同的采样点相连接,同时以不同颜色区分功率值大小。图4(c)是根据一示例性实施例示出的波形图的示意图,如图4(c)所示,波形图的横坐标为时间轴,纵坐标为脑电图信号波形的幅度。可以理解的是,平面脑地形图和波形图是根据请求时段实时显示的,当请求时段发生变化时,实时显示变化后的请求时段对应的平面脑地形图和波形图。In step S302, the EEG information of each time period in the spectrum diagram is pre-stored in the memory of the display device. After receiving the acquisition request, the EEG information corresponding to the requested time period in the request is acquired. The EEG signal includes EEG data and EEG waveform. At the same time, the EEG data is displayed in the form of a planar brain topography (Brain Electrical Activity Mapping), and the EEG waveform is displayed in the form of a waveform diagram. Figure 4(b) is a schematic diagram of a planar brain topography according to an exemplary embodiment. As shown in Figure 4(b), the planar brain topography is a plane figure formed by a spherical scalp in which the power value of the EEG signal is represented by different colors. Each point in the figure represents each sampling point when the EEG signal is acquired. The sampling points with the same power value are connected, and the power values are distinguished by different colors. Figure 4(c) is a schematic diagram of a waveform diagram according to an exemplary embodiment. As shown in Figure 4(c), the horizontal axis of the waveform diagram is the time axis, and the vertical axis is the amplitude of the EEG signal waveform. It can be understood that the planar brain topography and waveform diagram are displayed in real time according to the request period. When the request period changes, the planar brain topography and waveform diagram corresponding to the changed request period are displayed in real time.
例如,当用户发现频谱图中第i时段的脑电图信号出现异常时,通过鼠标点击频谱图中第i时段所在的位置时,将频谱图中第i时段对应的位置以灰色渲染,此时接收到对第i时段脑电图信息的获取请求,将第i时段对应的平面脑地形图和波形图显示在频谱图上方。当用户通过鼠标点击频谱图中第m时段所在的位置时,将频谱图中第m时段对应的位置以灰色渲染,并将频谱图中第i时段的位置渲染为原来的颜色,同时用第m时段对应的平面脑地形图和波形图替换第i时段对应的平面脑地形图和波形图,以将第m时段对应的平面脑地形图和波形图显示在频谱图上方。For example, when the user finds that the EEG signal of the i-th period in the spectrum graph is abnormal, the position corresponding to the i-th period in the spectrum graph is rendered in gray when the user clicks the position where the i-th period is located in the spectrum graph by mouse. At this time, a request to obtain the EEG information of the i-th period is received, and the plane brain topography and waveform graph corresponding to the i-th period are displayed above the spectrum graph. When the user clicks the position where the m-th period is located in the spectrum graph by mouse, the position corresponding to the m-th period in the spectrum graph is rendered in gray, and the position of the i-th period in the spectrum graph is rendered in the original color, and the plane brain topography and waveform graph corresponding to the m-th period are used to replace the plane brain topography and waveform graph corresponding to the i-th period, so that the plane brain topography and waveform graph corresponding to the m-th period are displayed above the spectrum graph.
在本公开示例性的实施例中,接收对脑电图中脑电图信息的获取请求,获取请求中包括对脑电图信息的请求时段,脑电图为脑电图信号的频谱图,基于获取请求,获取请求时段对应的脑电图数据和脑电图波形,其中,脑电图数据以平面脑地形图的方式显示,脑电图波形以波形图的方式显示,在显示脑电图信号频谱图的同时,实时显示脑地形图以及波形图,能够在读图时提供了更多更全面的信息,从而提高判图效率,提升判图质量。In an exemplary embodiment of the present disclosure, a request for obtaining EEG information in an EEG is received, the request including a request period for the EEG information, the EEG being a spectrum diagram of the EEG signal, and based on the acquisition request, EEG data and EEG waveform corresponding to the request period are obtained, wherein the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform diagram. While displaying the spectrum diagram of the EEG signal, the brain topography map and the waveform diagram are displayed in real time, which can provide more comprehensive information when reading the image, thereby improving the efficiency of image judgment and improving the quality of image judgment.
在一示例性实施例中,图5是根据一示例性实施例示出的脑电图数据的显示方法的流程图,如图5所示,脑电图的显示方法包括以下步骤:In an exemplary embodiment, FIG5 is a flow chart of a method for displaying electroencephalogram data according to an exemplary embodiment. As shown in FIG5, the method for displaying electroencephalogram data includes the following steps:
步骤S501,获取请求时段之前第一预设时长对应的脑电图数据和请求时段之后第二预设时长对应的脑电图数据;Step S501, obtaining electroencephalogram data corresponding to a first preset time length before the request period and electroencephalogram data corresponding to a second preset time length after the request period;
步骤S502,在以三维显示方式同时显示请求时段对应的脑电图数据、请求时段之前第一预设时长对应的脑电图数据和请求时段之后第二预设时长对应的脑电图数据。Step S502, simultaneously displaying in a three-dimensional manner the electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period.
在接收到获取请求后,为了方便用户查看更多的脑电图数据,以进行不同时段脑电图数据的对比,除了获取请求时段对应的脑电图数据,还要获取请求时段之前第一预设时长对应的脑电图数据和请求时段之后第二预设时长对应的脑电图数据。第一预设时长和第二预设时长可以根据实际需求确定,第一预设时长和第二预设时长可以相同也可以不同。例如,请求 时段为第i时段时,如果第一预设时长为n秒,第二预设时长为s秒,则获取第i-n时段对应的脑电图数据和第i+s时段对应的脑电图数据。以三维显示方式同时显示所获取的三个时段的脑电图数据时,竖轴为时间轴,横轴和纵轴所在的平面为平面脑地形图所在的平面。图6是根据一示例性实施例示出的脑电图显示的示意图,如图6所示,其中,三个时段的脑电图数据以三维显示方式显示,能够更加方便将不同时段的脑电图数据进行对比。After receiving the acquisition request, in order to facilitate the user to view more EEG data and compare the EEG data of different time periods, in addition to obtaining the EEG data corresponding to the requested time period, the EEG data corresponding to the first preset time length before the requested time period and the EEG data corresponding to the second preset time length after the requested time period must also be obtained. The first preset time length and the second preset time length can be determined according to actual needs, and the first preset time length and the second preset time length can be the same or different. For example, when the request period is the i-th period, if the first preset time length is n seconds and the second preset time length is s seconds, the EEG data corresponding to the i-nth period and the EEG data corresponding to the i+sth period are obtained. When the EEG data of the three time periods obtained are displayed simultaneously in a three-dimensional display mode, the vertical axis is the time axis, and the plane where the horizontal axis and the vertical axis are located is the plane where the planar brain topography map is located. Figure 6 is a schematic diagram of an EEG display according to an exemplary embodiment, as shown in Figure 6, wherein the EEG data of the three time periods are displayed in a three-dimensional display mode, which can more conveniently compare the EEG data of different time periods.
在一示例性实施例中,图7是根据一示例性实施例示出的确定脑电图的方法流程图,如图7所示,包括以下步骤:In an exemplary embodiment, FIG. 7 is a flow chart of a method for determining an electroencephalogram according to an exemplary embodiment, as shown in FIG. 7 , including the following steps:
步骤S701,基于预设采样时长,获取脑电图信号的时域表示;Step S701, obtaining a time domain representation of an electroencephalogram signal based on a preset sampling duration;
步骤S702,根据脑电图信号的时域表示,确定脑电图信号的功率谱密度;Step S702, determining the power spectral density of the electroencephalogram signal according to the time domain representation of the electroencephalogram signal;
步骤S703,根据功率谱密度,确定脑电图。Step S703: determining the electroencephalogram according to the power spectrum density.
预设采样时长根据实际需求确定,例如可以为5秒。在获取脑电图信号时,基于预设采样时长获取脑电图信号的时域表示,即时域信号,时域信号为脑电图信号的原始波形,且横坐标为时间轴,纵坐标为脑电图信号的振幅。对时域信号进行时频变换,获得脑电图信号的频域信号,对时域信号进行时频变换的过程也称为脑电图信号的量化。在获得频域信号时,可以通过傅里叶变换、短时傅里叶变换和小波变换等变换方法对时域信号进行时频变换,基于同一种变换方法进行时频变换时,也可以通过改变参数来获得不同的频域信号,例如,基于短时傅里叶变换的变换方法进行时频变换时,可以通过改变窗函数获得不同的频域信号。获得脑电图信号的频域信号后,即获得了脑电图信号的频率,基于频域信号所对应的时域信号的时间序列,获得脑电图信号的功率谱密度,功率谱密度的横坐标为频率,纵坐标为该频率下的振幅。基于频域信号所对应的时域信号的时间序列,对不同时刻的功率谱密度进行累加,获得脑电图信号的频谱图,即脑电图,因此脑电图的横坐标为时间,纵坐标为频率。The preset sampling time length is determined according to actual needs, for example, it can be 5 seconds. When acquiring the EEG signal, the time domain representation of the EEG signal is obtained based on the preset sampling time length, that is, the time domain signal. The time domain signal is the original waveform of the EEG signal, and the horizontal axis is the time axis, and the vertical axis is the amplitude of the EEG signal. The time domain signal is transformed into a frequency domain signal of the EEG signal. The process of performing a time-frequency transformation on the time domain signal is also called the quantization of the EEG signal. When obtaining the frequency domain signal, the time domain signal can be transformed into a frequency domain signal by transformation methods such as Fourier transform, short-time Fourier transform and wavelet transform. When performing a time-frequency transformation based on the same transformation method, different frequency domain signals can also be obtained by changing parameters. For example, when performing a time-frequency transformation based on a transformation method of short-time Fourier transform, different frequency domain signals can be obtained by changing the window function. After obtaining the frequency domain signal of the EEG signal, the frequency of the EEG signal is obtained. Based on the time series of the time domain signal corresponding to the frequency domain signal, the power spectrum density of the EEG signal is obtained. The horizontal axis of the power spectrum density is the frequency, and the vertical axis is the amplitude at the frequency. Based on the time series of the time domain signal corresponding to the frequency domain signal, the power spectrum density at different times is accumulated to obtain the spectrum diagram of the EEG signal, that is, the EEG. Therefore, the horizontal axis of the EEG is time, and the vertical axis is frequency.
本公开示例性的实施例中,图8是根据一示例性实施例示出的脑电图的显示装置的框图,如图8所示,脑电图的显示装置包括:In an exemplary embodiment of the present disclosure, FIG8 is a block diagram of an electroencephalogram display device according to an exemplary embodiment. As shown in FIG8 , the electroencephalogram display device includes:
接收模块801,被配置为接收对所述脑电图中脑电图信息的获取请求,所述获取请求中包括对所述脑电图信息的请求时段,所述脑电图为脑电图信号的频谱图;The receiving module 801 is configured to receive a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of the electroencephalogram signal;
获取模块802,被配置为基于所述获取请求,获取所述请求时段对应的脑电图数据和脑电图波形;The acquisition module 802 is configured to acquire the EEG data and EEG waveform corresponding to the requested time period based on the acquisition request;
其中,所述脑电图数据以平面脑地形图的方式显示,所述脑电图波形以波形图的方式显 示。Among them, the EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
在一示例性实施例中,所述获取模块802还被配置为:In an exemplary embodiment, the acquisition module 802 is further configured to:
获取所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据;Acquire electroencephalogram data corresponding to a first preset time length before the requested time period and electroencephalogram data corresponding to a second preset time length after the requested time period;
在以三维显示方式同时显示所述请求时段对应的脑电图数据、所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据。The electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
在一示例性实施例中,所述显示装置还包括确定模块803,被配置为:In an exemplary embodiment, the display device further includes a determining module 803 configured to:
基于预设采样时长,获取所述脑电图信号的时域表示;Based on a preset sampling duration, obtaining a time domain representation of the electroencephalogram signal;
根据所述脑电图信号的时域表示,确定所述脑电图信号的功率谱密度;Determining a power spectral density of the electroencephalogram signal based on a time domain representation of the electroencephalogram signal;
根据所述功率谱密度,确定所述脑电图。The electroencephalogram is determined according to the power spectral density.
在一示例性实施例中,所述显示装置还包括:In an exemplary embodiment, the display device further includes:
渲染模块804,被配置为对所述脑电图进行渲染,在所述脑电图中用颜色区分所述脑电图信号的能量分布。The rendering module 804 is configured to render the EEG and use colors to distinguish energy distribution of the EEG signal in the EEG.
关于上述实施例中的装置,其中各个模块执行操作的具体方式已经在有关该方法的实施例中进行了详细描述,此处将不做详细阐述说明。Regarding the device in the above embodiment, the specific manner in which each module performs operations has been described in detail in the embodiment of the method, and will not be elaborated here.
图9是根据一示例性的实施例示出的用于执行脑电图的显示方法的装置900的框图。FIG. 9 is a block diagram of a device 900 for executing a method for displaying an electroencephalogram according to an exemplary embodiment.
参照图9,装置900可以包括以下一个或多个组件:处理组件902,存储器904,电源组件906,多媒体组件908,音频组件910,输入/输出(I/O)的接口912,传感器组件914,以及通信组件916。9 , the device 900 may include one or more of the following components: a processing component 902 , a memory 904 , a power component 906 , a multimedia component 908 , an audio component 910 , an input/output (I/O) interface 912 , a sensor component 914 , and a communication component 916 .
处理组件902通常控制装置900的整体操作,诸如与显示,电话呼叫,数据通信,相机操作和记录操作相关联的操作。处理组件902可以包括一个或多个处理器920来执行指令,以完成上述的方法的全部或部分步骤。此外,处理组件902可以包括一个或多个模块,便于处理组件902和其他组件之间的交互。例如,处理组件902可以包括多媒体模块,以方便多媒体组件908和处理组件902之间的交互。The processing component 902 generally controls the overall operation of the device 900, such as operations associated with display, phone calls, data communications, camera operations, and recording operations. The processing component 902 may include one or more processors 920 to execute instructions to complete all or part of the steps of the above-mentioned method. In addition, the processing component 902 may include one or more modules to facilitate the interaction between the processing component 902 and other components. For example, the processing component 902 may include a multimedia module to facilitate the interaction between the multimedia component 908 and the processing component 902.
存储器904被配置为存储各种类型的数据以支持在装置900的操作。这些数据的示例包括用于在装置900上操作的任何应用程序或方法的指令,联系人数据,电话簿数据,消息,图片,视频等。存储器904可以由任何类型的易失性或非易失性存储设备或者它们的组合实现,如静态随机存取存储器(SRAM),电可擦除可编程只读存储器(EEPROM),可擦除可编 程只读存储器(EPROM),可编程只读存储器(PROM),只读存储器(ROM),磁存储器,快闪存储器,磁盘或光盘。The memory 904 is configured to store various types of data to support the operation of the device 900. Examples of such data include instructions for any application or method operating on the device 900, contact data, phone book data, messages, pictures, videos, etc. The memory 904 can be implemented by any type of volatile or non-volatile storage device or a combination thereof, such as static random access memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic disk or optical disk.
电源组件906为装置900的各种组件提供电源。电源组件906可以包括电源管理系统,一个或多个电源,及其他与为装置900生成、管理和分配电力相关联的组件。The power component 906 provides power to the various components of the device 900. The power component 906 may include a power management system, one or more power supplies, and other components associated with generating, managing, and distributing power to the device 900.
多媒体组件908包括在所述装置900和用户之间的提供一个输出接口的屏幕。在一些实施例中,屏幕可以包括液晶显示器(LCD)和触摸面板(TP)。如果屏幕包括触摸面板,屏幕可以被实现为触摸屏,以接收来自用户的输入信号。触摸面板包括一个或多个触摸传感器以感测触摸、滑动和触摸面板上的手势。所述触摸传感器可以不仅感测触摸或滑动动作的边界,而且还检测与所述触摸或滑动操作相关的持续时间和压力。在一些实施例中,多媒体组件908包括一个前置摄像头和/或后置摄像头。当装置900处于操作模式,如拍摄模式或视频模式时,前置摄像头和/或后置摄像头可以接收外部的多媒体数据。每个前置摄像头和后置摄像头可以是一个固定的光学透镜系统或具有焦距和光学变焦能力。The multimedia component 908 includes a screen that provides an output interface between the device 900 and the user. In some embodiments, the screen may include a liquid crystal display (LCD) and a touch panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive input signals from the user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundaries of the touch or slide action, but also detect the duration and pressure associated with the touch or slide operation. In some embodiments, the multimedia component 908 includes a front camera and/or a rear camera. When the device 900 is in an operating mode, such as a shooting mode or a video mode, the front camera and/or the rear camera may receive external multimedia data. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
音频组件910被配置为输出和/或输入音频信号。例如,音频组件910包括一个麦克风(MIC),当装置900处于操作模式,如呼叫模式、记录模式和语音识别模式时,麦克风被配置为接收外部音频信号。所接收的音频信号可以被进一步存储在存储器904或经由通信组件916发送。在一些实施例中,音频组件910还包括一个扬声器,用于输出音频信号。The audio component 910 is configured to output and/or input audio signals. For example, the audio component 910 includes a microphone (MIC), and when the device 900 is in an operating mode, such as a call mode, a recording mode, and a speech recognition mode, the microphone is configured to receive an external audio signal. The received audio signal can be further stored in the memory 904 or sent via the communication component 916. In some embodiments, the audio component 910 also includes a speaker for outputting audio signals.
I/O接口912为处理组件902和外围接口模块之间提供接口,上述外围接口模块可以是键盘,点击轮,按钮等。这些按钮可包括但不限于:主页按钮、音量按钮、启动按钮和锁定按钮。I/O interface 912 provides an interface between processing component 902 and peripheral interface modules, such as keyboards, click wheels, buttons, etc. These buttons may include but are not limited to: home button, volume button, start button, and lock button.
传感器组件914包括一个或多个传感器,用于为装置900提供各个方面的状态评估。例如,传感器组件914可以检测到装置900的打开/关闭状态,组件的相对定位,例如所述组件为装置900的显示器和小键盘,传感器组件914还可以检测装置900或装置900一个组件的位置改变,用户与装置900接触的存在或不存在,装置900方位或加速/减速和装置900的温度变化。传感器组件914可以包括接近传感器,被配置用来在没有任何的物理接触时检测附近物体的存在。传感器组件914还可以包括光传感器,如CMOS或CCD图像传感器,用于在成像应用中使用。在一些实施例中,该传感器组件914还可以包括加速度传感器,陀螺仪传感器,磁传感器,压力传感器或温度传感器。The sensor assembly 914 includes one or more sensors for providing various aspects of status assessment for the device 900. For example, the sensor assembly 914 can detect the open/closed state of the device 900, the relative positioning of components, such as the display and keypad of the device 900, and the sensor assembly 914 can also detect the position change of the device 900 or a component of the device 900, the presence or absence of user contact with the device 900, the orientation or acceleration/deceleration of the device 900, and the temperature change of the device 900. The sensor assembly 914 may include a proximity sensor configured to detect the presence of nearby objects without any physical contact. The sensor assembly 914 may also include an optical sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 914 may also include an accelerometer, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
通信组件916被配置为便于装置900和其他设备之间有线或无线方式的通信。装置900可以接入基于通信标准的无线网络,如WiFi,2G或3G,或它们的组合。在一个示例性实施 例中,通信组件916经由广播信道接收来自外部广播管理系统的广播信号或广播相关信息。在一个示例性实施例中,所述通信组件916还包括近场通信(NFC)模块,以促进短程通信。例如,在NFC模块可基于射频识别(RFID)技术,红外数据协会(IrDA)技术,超宽带(UWB)技术,蓝牙(BT)技术和其他技术来实现。The communication component 916 is configured to facilitate wired or wireless communication between the device 900 and other devices. The device 900 can access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 916 receives a broadcast signal or broadcast-related information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communication component 916 also includes a near field communication (NFC) module to facilitate short-range communication. For example, the NFC module can be implemented based on radio frequency identification (RFID) technology, infrared data association (IrDA) technology, ultra-wideband (UWB) technology, Bluetooth (BT) technology and other technologies.
在示例性实施例中,装置900可以被一个或多个应用专用集成电路(ASIC)、数字信号处理器(DSP)、数字信号处理设备(DSPD)、可编程逻辑器件(PLD)、现场可编程门阵列(FPGA)、控制器、微控制器、微处理器或其他电子元件实现,用于执行上述方法。In an exemplary embodiment, the apparatus 900 may be implemented by one or more application specific integrated circuits (ASICs), digital signal processors (DSPs), digital signal processing devices (DSPDs), programmable logic devices (PLDs), field programmable gate arrays (FPGAs), controllers, microcontrollers, microprocessors or other electronic components to perform the above method.
在示例性实施例中,还提供了一种包括指令的非临时性计算机可读存储介质,例如包括指令的存储器904,上述指令可由装置900的处理器920执行以完成上述方法。例如,所述非临时性计算机可读存储介质可以是ROM、随机存取存储器(RAM)、CD-ROM、磁带、软盘和光数据存储设备等。In an exemplary embodiment, a non-transitory computer-readable storage medium including instructions is also provided, such as a memory 904 including instructions, and the instructions can be executed by the processor 920 of the device 900 to perform the above method. For example, the non-transitory computer-readable storage medium can be a ROM, a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, etc.
一种非临时性计算机可读存储介质,当所述存储介质中的指令由装置的处理器执行时,使得装置能够执行一种脑电图的显示方法,所述方法包括上述的任一种脑电图的显示方法。A non-transitory computer-readable storage medium, when the instructions in the storage medium are executed by a processor of a device, enables the device to execute a method for displaying an electroencephalogram, the method including any of the above-mentioned methods for displaying an electroencephalogram.
本领域技术人员应明白,本公开的实施例可提供为方法、装置(设备)、或计算机程序产品。因此,本公开可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本公开可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质上实施的计算机程序产品的形式。计算机存储介质包括在用于存储信息(诸如计算机可读指令、数据结构、程序模块或其他数据)的任何方法或技术中实施的易失性和非易失性、可移除和不可移除介质,包括但不限于RAM、ROM、EEPROM、闪存或其他存储器技术、CD-ROM、数字多功能盘(DVD)或其他光盘存储、磁盒、磁带、磁盘存储或其他磁存储装置、或者可以用于存储期望的信息并且可以被计算机访问的任何其他的介质等。此外,本领域普通技术人员公知的是,通信介质通常包含计算机可读指令、数据结构、程序模块或者诸如载波或其他传输机制之类的调制数据信号中的其他数据,并且可包括任何信息递送介质。It will be appreciated by those skilled in the art that the embodiments of the present disclosure may be provided as methods, devices (equipment), or computer program products. Therefore, the present disclosure may take the form of a complete hardware embodiment, a complete software embodiment, or an embodiment combining software and hardware. Moreover, the present disclosure may take the form of a computer program product implemented on one or more computer-usable storage media containing computer-usable program codes. Computer storage media include volatile and non-volatile, removable and non-removable media implemented in any method or technology for storing information (such as computer-readable instructions, data structures, program modules or other data), including but not limited to RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disk (DVD) or other optical disk storage, magnetic cassette, magnetic tape, disk storage or other magnetic storage device, or any other medium that can be used to store desired information and can be accessed by a computer, etc. In addition, it is well known to those of ordinary skill in the art that communication media generally contain computer-readable instructions, data structures, program modules or other data in modulated data signals such as carrier waves or other transmission mechanisms, and may include any information delivery medium.
本公开是参照根据本公开实施例的方法、装置(设备)和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present disclosure is described with reference to the flowcharts and/or block diagrams of the methods, devices (equipment) and computer program products according to the embodiments of the present disclosure. It should be understood that each process and/or box in the flowchart and/or block diagram, as well as the combination of the processes and/or boxes in the flowchart and/or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded processor or other programmable data processing device to produce a machine, so that the instructions executed by the processor of the computer or other programmable data processing device produce a device for implementing the functions specified in one process or multiple processes in the flowchart and/or one box or multiple boxes in the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing device to work in a specific manner, so that the instructions stored in the computer-readable memory produce a product including an instruction device, which implements the functions specified in one or more processes in the flowchart and/or one or more blocks in the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions may also be loaded onto a computer or other programmable data processing device so that a series of operational steps are executed on the computer or other programmable device to produce a computer-implemented process, whereby the instructions executed on the computer or other programmable device provide steps for implementing the functions specified in one or more processes in the flowchart and/or one or more boxes in the block diagram.
在本公开中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括……”限定的要素,并不排除在包括所述要素的物品或者设备中还存在另外的相同要素。In the present disclosure, the terms "comprises", "comprising" or any other variations thereof are intended to cover non-exclusive inclusion, so that an article or device comprising a series of elements includes not only those elements, but also other elements not explicitly listed, or elements inherent to such article or device. In the absence of more restrictions, an element defined by the sentence "comprising..." does not exclude the presence of additional identical elements in the article or device comprising the element.
尽管已描述了本公开的优选实施例,但本领域内的技术人员一旦得知了基本创造性概念,则可对这些实施例作出另外的变更和修改。所以,所附权利要求意欲解释为包括优选实施例以及落入本公开范围的所有变更和修改。Although the preferred embodiments of the present disclosure have been described, those skilled in the art may make additional changes and modifications to these embodiments once they have learned the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications falling within the scope of the present disclosure.
显然,本领域的技术人员可以对本公开进行各种改动和变型而不脱离本公开的精神和范围。这样,倘若本公开的这些修改和变型属于本公开权利要求及其等同技术的范围之内,则本公开的意图也包含这些改动和变型在内。Obviously, those skilled in the art can make various changes and modifications to the present disclosure without departing from the spirit and scope of the present disclosure. Thus, if these modifications and variations of the present disclosure fall within the scope of the claims of the present disclosure and their equivalents, the intent of the present disclosure also includes these modifications and variations.
本公开中的脑电图显示方法,在显示脑电图信号频谱图的同时,实时显示脑地形图以及波形图,能够在读图时提供了更多更全面的信息,从而提高判图效率,提升判图质量。The EEG display method disclosed in the present invention can display the brain topography map and waveform map in real time while displaying the EEG signal spectrum map, which can provide more and more comprehensive information when reading the map, thereby improving the efficiency of image judgment and enhancing the quality of image judgment.
Claims (10)
- 一种脑电图的显示方法,所述显示方法包括:A method for displaying an electroencephalogram, the method comprising:接收对所述脑电图中脑电图信息的获取请求,所述获取请求中包括对所述脑电图信息的请求时段,所述脑电图为脑电图信号的频谱图;receiving a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of an electroencephalogram signal;基于所述获取请求,获取所述请求时段对应的脑电图数据和脑电图波形;Based on the acquisition request, acquiring the electroencephalogram data and electroencephalogram waveform corresponding to the requested time period;其中,所述脑电图数据以平面脑地形图的方式显示,所述脑电图波形以波形图的方式显示。The EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
- 根据权利要求1所述脑电图的显示方法,所述显示方法还包括:According to the electroencephalogram display method of claim 1, the display method further comprises:获取所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据;Acquire electroencephalogram data corresponding to a first preset time length before the requested time period and electroencephalogram data corresponding to a second preset time length after the requested time period;在以三维显示方式同时显示所述请求时段对应的脑电图数据、所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据。The electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to a first preset time length before the requested time period, and the electroencephalogram data corresponding to a second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
- 根据权利要求1所述脑电图的显示方法,所述显示方法还包括:According to the electroencephalogram display method of claim 1, the display method further comprises:基于预设采样时长,获取所述脑电图信号的时域表示;Based on a preset sampling duration, obtaining a time domain representation of the electroencephalogram signal;根据所述脑电图信号的时域表示,确定所述脑电图信号的功率谱密度;Determining a power spectral density of the electroencephalogram signal based on a time domain representation of the electroencephalogram signal;根据所述功率谱密度,确定所述脑电图。The electroencephalogram is determined according to the power spectral density.
- 根据权利要求1所述脑电图的显示方法,所述显示方法还包括:According to the electroencephalogram display method of claim 1, the display method further comprises:对所述脑电图进行渲染,在所述脑电图中用颜色区分所述脑电图信号的能量分布。The electroencephalogram is rendered, and colors are used to distinguish energy distribution of the electroencephalogram signal in the electroencephalogram.
- 一种脑电图的显示装置,所述显示装置包括:A display device for electroencephalogram, comprising:接收模块,被配置为接收对所述脑电图中脑电图信息的获取请求,所述获取请求中包括对所述脑电图信息的请求时段,所述脑电图为脑电图信号的频谱图;A receiving module is configured to receive a request for obtaining electroencephalogram information in the electroencephalogram, wherein the request includes a request period for the electroencephalogram information, and the electroencephalogram is a spectrum diagram of the electroencephalogram signal;获取模块,被配置为基于所述获取请求,获取所述请求时段对应的脑电图数据和脑电图波形;an acquisition module, configured to acquire the electroencephalogram data and electroencephalogram waveform corresponding to the requested time period based on the acquisition request;其中,所述脑电图数据以平面脑地形图的方式显示,所述脑电图波形以波形图的方式显示。The EEG data is displayed in the form of a planar brain topography map, and the EEG waveform is displayed in the form of a waveform graph.
- 根据权利要求5所述脑电图的显示装置,所述获取模块还被配置为:According to the electroencephalogram display device of claim 5, the acquisition module is further configured to:获取所述请求时段之前第一预设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据;Acquire electroencephalogram data corresponding to a first preset time length before the requested time period and electroencephalogram data corresponding to a second preset time length after the requested time period;在以三维显示方式同时显示所述请求时段对应的脑电图数据、所述请求时段之前第一预 设时长对应的脑电图数据和所述请求时段之后第二预设时长对应的脑电图数据。The electroencephalogram data corresponding to the requested time period, the electroencephalogram data corresponding to the first preset time length before the requested time period, and the electroencephalogram data corresponding to the second preset time length after the requested time period are simultaneously displayed in a three-dimensional display manner.
- 根据权利要求5所述脑电图的显示装置,所述显示装置还包括确定模块,被配置为:According to the electroencephalogram display device of claim 5, the display device further comprises a determination module configured to:基于预设采样时长,获取所述脑电图信号的时域表示;Based on a preset sampling duration, obtaining a time domain representation of the electroencephalogram signal;根据所述脑电图信号的时域表示,确定所述脑电图信号的功率谱密度;Determining a power spectral density of the electroencephalogram signal based on a time domain representation of the electroencephalogram signal;根据所述功率谱密度,确定所述脑电图。The electroencephalogram is determined according to the power spectral density.
- 根据权利要求5所述脑电图的显示装置,所述显示装置还包括:According to the electroencephalogram display device of claim 5, the display device further comprises:渲染模块,被配置为对所述脑电图进行渲染,在所述脑电图中用颜色区分所述脑电图信号的能量分布。The rendering module is configured to render the electroencephalogram and use colors to distinguish the energy distribution of the electroencephalogram signal in the electroencephalogram.
- 一种脑电图的显示装置,其特征在于,包括:An electroencephalogram display device, characterized in that it comprises:处理器;processor;用于存储处理器可执行指令的存储器;a memory for storing processor-executable instructions;其中,所述处理器被配置为执行如权利要求1-4中任一项所述的方法。The processor is configured to execute the method as claimed in any one of claims 1 to 4.
- 一种非临时性计算机可读存储介质,当所述存储介质中的指令由装置的处理器执行时,其特征在于,使得装置能够执行如权利要求1-14中任一项所述的方法。A non-transitory computer-readable storage medium, when instructions in the storage medium are executed by a processor of a device, is characterized in that the device is enabled to execute the method according to any one of claims 1 to 14.
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