CN106126889A - The medicine method for customizing in knowledge based storehouse and system - Google Patents
The medicine method for customizing in knowledge based storehouse and system Download PDFInfo
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Abstract
本发明公开了一种药物定制方法,包括以下步骤:获取病人的病情信息;将获取的病情信息与预存储在药品知识库中的多种病情信息进行匹配;根据匹配成功的病情信息检索与病情信息相对应的药品配置信息;获取检索到的药品配置信息,并将药品配置信息发送至物联网。上述基于知识库的药物定制方法,将具有个性化病症的病人的病情信息与预先存储在药品知识库中的多种病情信息进行匹配,从而达到了匹配病情信息的准确性;再通过病情信息检索到预存储的药品配置信息,实现了获取药品配置信息的快捷性;最终将药品配置信息发送至物联网,实现了物联网终端下的制药设备制药的针对性,低成本性。本发明还公开了一种药物定制系统。
The invention discloses a method for customizing medicine, which comprises the following steps: obtaining the patient's condition information; matching the obtained condition information with various condition information pre-stored in a drug knowledge base; The drug configuration information corresponding to the information; obtain the retrieved drug configuration information, and send the drug configuration information to the Internet of Things. The above-mentioned drug customization method based on the knowledge base matches the condition information of patients with individualized diseases with various condition information pre-stored in the drug knowledge base, thereby achieving the accuracy of matching condition information; and then through the condition information retrieval The pre-stored drug configuration information realizes the quickness of obtaining drug configuration information; finally, the drug configuration information is sent to the Internet of Things, realizing the targeted and low-cost pharmaceutical equipment under the Internet of Things terminal. The invention also discloses a drug customization system.
Description
技术领域technical field
本发明涉及医学知识库系统技术领域,特别是涉及一种基于知识库的药物定制方法和系统。The invention relates to the technical field of medical knowledge base systems, in particular to a knowledge base-based drug customization method and system.
背景技术Background technique
目前,传统技术中先制造出药品,然后才根据病人的病症来选择药品。不同病人的病症虽然大同小异,但这种小异也会导致同一种药在不同病人身上产生不同的效果,包括有益效果和有害效果。因此现有技术无法根据不同病人的个性化病症定制出最适合该病人的药品,无法满足病人的个性化病症的最佳药品需求。At present, in the traditional technology, medicines are produced first, and then medicines are selected according to the symptoms of patients. Although the symptoms of different patients are similar, this small difference will also lead to different effects of the same drug on different patients, including beneficial effects and harmful effects. Therefore prior art can't customize the medicine that is most suitable for this patient according to the individualized disease of different patients, can't satisfy the optimal drug demand of the individualized disease of patient.
发明内容Contents of the invention
基于此,有必要提供一种能够根据不同病人的个性化病症,及时满足病人的个性化病症的最佳药品的需求的基于知识库的药物定制方法和系统。Based on this, it is necessary to provide a knowledge base-based drug customization method and system that can meet the needs of patients for the best medicines for individualized diseases in a timely manner according to the individualized diseases of different patients.
一种药物定制方法,包括以下步骤:A method for customizing medicine, comprising the following steps:
获取病人的病情信息;Obtain patient information;
将获取的所述病情信息与预存储在药品知识库中的多种病情信息进行匹配;Matching the acquired condition information with various condition information pre-stored in the drug knowledge base;
根据匹配成功的所述病情信息检索与病情信息相对应的药品配置信息;Retrieving drug configuration information corresponding to the condition information according to the successfully matched condition information;
获取检索到的所述药品配置信息,并将所述药品配置信息发送至物联网。The retrieved drug configuration information is acquired, and the drug configuration information is sent to the Internet of Things.
在其中一个实施例中,还包括:通过物联网控制药物的定制。In one of the embodiments, it also includes: controlling the customization of medicines through the Internet of Things.
在其中一个实施例中,在获取病人的病情信息的步骤之前,还包括:对预存储在所述药品知识库中的所述多种病情信息进行分类;In one of the embodiments, before the step of obtaining the patient's condition information, it also includes: classifying the various condition information pre-stored in the drug knowledge base;
其中,根据所述多种病情信息的属性、病情程度以及与所述病情程度相对应的一种或多种病状进行分类。Wherein, the classification is performed according to the attributes of the multiple kinds of disease information, the degree of the disease, and one or more symptoms corresponding to the degree of the disease.
在其中一个实施例中,将获取的所述病情信息与预存储在药品知识库中的多种病情信息进行匹配具体包括:根据已划分的类别按照级别从高到低逐级匹配。In one embodiment, matching the acquired condition information with various condition information pre-stored in the drug knowledge base specifically includes: matching step by step according to the classified categories from high to low.
在其中一个实施例中,预存储在所述知识库中的所述病情信息与所述药品配置信息为一一对应关系。In one of the embodiments, the disease information pre-stored in the knowledge base is in a one-to-one correspondence with the drug configuration information.
一种药物定制系统,包括:A drug customization system, comprising:
获取模块,用于获取病人的病情信息;An acquisition module, configured to acquire the patient's condition information;
匹配模块,用于将获取的所述病情信息与预存储在药品知识库中的多种病情信息进行匹配;A matching module, configured to match the acquired condition information with various condition information pre-stored in the drug knowledge base;
检索模块,用于根据匹配成功的所述病情信息检索与所述病情信息相对应的药品配置信息;A retrieval module, configured to retrieve drug configuration information corresponding to the condition information according to the successfully matched condition information;
发送模块,用于获取检索到的所述药品配置信息,并将所述药品配置信息发送至物联网。A sending module, configured to acquire the retrieved drug configuration information, and send the drug configuration information to the Internet of Things.
在其中一个实施例中,还包括:控制模块,用于通过物联网控制药物的定制。In one of the embodiments, it also includes: a control module, which is used to control the customization of medicine through the Internet of Things.
在其中一个实施例中,还包括:存储模块,用于对所述药品知识库中的所述多种病情信息以及与所述药品配置信息进行存储。In one of the embodiments, it further includes: a storage module, configured to store the various disease information and the drug configuration information in the drug knowledge base.
在其中一个实施例中,还包括:分类模块,用于对预存储在所述药品知识库中的所述多种病情信息进行分类;In one of the embodiments, it also includes: a classification module, configured to classify the various disease information pre-stored in the drug knowledge base;
其中,根据所述多种病情信息的属性、病情程度以及与所述病情程度相对应的一种或多种病状进行分类。Wherein, the classification is performed according to the attributes of the multiple kinds of disease information, the degree of the disease, and one or more symptoms corresponding to the degree of the disease.
在其中一个实施例中,预存储在所述药品知识库中的所述病情信息与所述药品配置信息为一一对应关系。In one of the embodiments, the condition information pre-stored in the drug knowledge base is in a one-to-one correspondence with the drug configuration information.
上述药物定制方法和系统,通过获取不同病人的病情信息,将具有个性化病症的病人的病情信息与预先存储在药品知识库中的多种病情信息进行匹配,从而达到了匹配病情信息的准确性;再通过病情信息检索到预先存储的药品配置信息,实现了获取药品配置信息的快捷性;最终将药品配置信息发送至物联网,实现了物联网终端下的制药设备制药的针对性,低成本性。The above drug customization method and system, by obtaining the condition information of different patients, matches the condition information of patients with individualized diseases with various condition information pre-stored in the drug knowledge base, thereby achieving the accuracy of matching condition information ; and then retrieve the pre-stored drug configuration information through the disease information, realizing the quickness of obtaining drug configuration information; finally sending the drug configuration information to the Internet of Things, realizing the targeted and low-cost pharmaceutical equipment under the Internet of Things terminal sex.
附图说明Description of drawings
图1为一个实施例中药物定制方法的流程示意图;Fig. 1 is a schematic flow chart of a drug customization method in an embodiment;
图2为另一个实施例中药物定制方法的流程示意图;Fig. 2 is a schematic flow chart of a method for customizing medicine in another embodiment;
图3为一个实施例中药物定制系统的结构示意图;以及Fig. 3 is a schematic structural diagram of a drug customization system in an embodiment; and
图4为另一个实施例中药物定制系统的结构示意图。Fig. 4 is a schematic structural diagram of a drug customization system in another embodiment.
具体实施方式detailed description
为了使本发明的目的、技术方案及优点更加清楚明白,以下通过实施例,并结合附图,对本发明基于知识库的制药方法和系统的具体实施方式进行进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本发明,并不用于限定本发明。In order to make the purpose, technical solution and advantages of the present invention clearer, the specific implementation of the knowledge base-based pharmaceutical method and system of the present invention will be further described in detail through the following examples and in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
参见图1,一个实施例中,药物定制方法可以包括以下步骤:Referring to Figure 1, in one embodiment, the method for customizing medicine may include the following steps:
步骤S100,获取病人的病情信息。Step S100, acquiring the patient's condition information.
其中,获取病人的病情信息为通过终端机录入病人的病情信息。Wherein, obtaining the patient's condition information is inputting the patient's condition information through the terminal.
可以理解的是,此处的终端机可以为计算机或其他可以进行病情信息录入、上传的电子终端设备,例如智能手机、穿戴式智能设备、平板电脑等。It can be understood that the terminal here can be a computer or other electronic terminal devices capable of entering and uploading disease information, such as smart phones, wearable smart devices, tablet computers, and the like.
具体的,在终端机上可运行病人病情管理系统,通过该系统对病人的病情信息进行录入,可以录入的病情信息包括但不限于病人的姓名、年龄、病人的症状、病人的生命体征值等。Specifically, the patient's condition management system can be run on the terminal, and the patient's condition information can be entered through the system. The condition information that can be entered includes but is not limited to the patient's name, age, patient's symptoms, and patient's vital signs.
此外,在获取病人的病情信息的步骤之前,还包括:对预存储在药品知识库中的多种病情信息进行分类。具体的,根据多种病情信息的属性、病情程度以及与病情程度相对应的一种或多种病状进行分类。例如,在药品知识库中,按照外科、内科、小儿科、妇科等进行分类,进一步的,可将内科继续进行分类,例如,耳鼻喉科,耳鼻喉科中的感冒病症,耳鼻喉科中的感冒病症(轻度感冒),耳鼻喉科中的感冒病症(中度感冒),耳鼻喉科中的感冒病症(严重感冒),更进一步的,还可以将上述耳鼻喉科中的感冒病症中的感冒程度根据具体适应症状继续进行细分,此处不进行赘述。In addition, before the step of obtaining the patient's condition information, it also includes: classifying various condition information pre-stored in the drug knowledge base. Specifically, the classification is performed according to the attributes of the various disease information, the degree of the disease, and one or more symptoms corresponding to the degree of the disease. For example, in the drug knowledge base, it is classified according to surgery, internal medicine, pediatrics, gynecology, etc. Further, internal medicine can be further classified, for example, otolaryngology, cold symptoms in otolaryngology, cold in otolaryngology Symptoms (mild cold), cold symptoms (moderate cold) in otolaryngology, cold symptoms (severe cold) in otolaryngology, further, the cold in the cold symptoms in the above otolaryngology The degree will continue to be subdivided according to the specific adaptation symptoms, which will not be repeated here.
可以理解的是,药品知识库预先存储了多种病情信息以及与多种病情信息一一相对应的药品配置信息,其知识库是知识工程中结构化、易操作、易利用、全面有组织的知识集群,是针对医学领域问题求解的需要,采用医学知识表示方式在计算机存储器中存储、组织、管理和使用的互相联系的知识片集合。这些知识片包括与医学领域相关的理论知识、事实数据,由专家经验得到的启发式知识,例如,医学领域内有关的定义、定理和运算法则以及常识性知识等。It is understandable that the drug knowledge base pre-stores a variety of disease information and drug configuration information corresponding to the various disease information. Its knowledge base is structured, easy to operate, easy to use, comprehensive and organized in knowledge engineering. Knowledge cluster is a collection of interconnected knowledge pieces that are stored, organized, managed and used in computer memory by means of medical knowledge representation to meet the needs of solving problems in the medical field. These pieces of knowledge include theoretical knowledge, factual data, and heuristic knowledge obtained from expert experience in the medical field, such as definitions, theorems, algorithms, and common sense knowledge in the medical field.
步骤S200,将获取的病情信息与预存储在药品知识库中的多种病情信息进行匹配。Step S200, matching the acquired disease information with various disease information pre-stored in the drug knowledge base.
例如,甲病人的病情信息为李XX、26岁、咽喉痛、流涕症状、生命体征值(体温36.9℃),在预存储在药品知识库中的多种病情信息中按照预先分类逐级匹配的结果为耳鼻喉科中的感冒病症(轻度感冒);乙病人的病情信息为王XX、26岁、咽喉痛、流涕症状、生命体征值(体温39.9℃),在预存储在药品知识库中的多种病情信息中按照预先分类逐级匹配的结果为耳鼻喉科中的感冒病症(重度感冒)。For example, the condition information of patient A is Li XX, 26 years old, sore throat, runny nose symptoms, and vital signs (body temperature 36.9°C), which are matched step by step according to the pre-classification among the various condition information pre-stored in the drug knowledge base The result is a cold symptom (mild cold) in the Department of Otorhinolaryngology; patient B’s condition information is Wang XX, 26 years old, sore throat, runny nose symptoms, vital signs (body temperature 39.9 ℃), in the pre-stored drug knowledge The result of step-by-step matching according to the pre-classification among the multiple disease information in the database is a cold disease (severe cold) in the Department of Otorhinolaryngology.
通过上述对病情信息的细分,在对获取的病人的病情信息与药品知识库中的已细分的多种病情信息进行匹配时,为根据已划分的类别按照级别从高到低逐级匹配,由此,提高了病情匹配过程中的高效性与准确性。Through the above subdivision of the condition information, when matching the acquired patient condition information with the subdivided various condition information in the drug knowledge base, it is matched step by step according to the divided categories according to the level from high to low , thereby improving the efficiency and accuracy in the condition matching process.
步骤S300,根据匹配成功的病情信息检索与病情信息相对应的药品配置信息。其中,药品配置信息包括但不限于药物名称、药物中各组成成分的含量值、药物的单次剂量、用药时间、给药途径、联合用药方案等信息。Step S300, searching for drug configuration information corresponding to the medical condition information according to the successfully matched medical condition information. Among them, the drug configuration information includes, but is not limited to, the name of the drug, the content of each component in the drug, the single dose of the drug, the time of drug administration, the route of administration, and the combined drug regimen.
例如,甲病人的病情信息为李XX、26岁、咽喉痛、流涕症状、生命体征值(体温36.9℃),在预存储在药品知识库中的多种病情信息中匹配的结果为耳鼻喉科中的感冒病症(轻度感冒),与上述病情信息相对应的药品配置信息为:三叉苦2g、岗梅2g、金盏银盘3g、薄荷油4g、野菊花2g、马来酸氯苯那敏5g、咖啡因2g、对乙酰氨基酚4g,蔗糖粉2g;用药时间为早晚饭前,一日两次;口服。乙病人的病情信息为王XX、26岁、咽喉痛、流涕症状、生命体征值(体温39.9℃),在预存储在药品知识库中的多种病情信息中匹配的结果为耳鼻喉科中的感冒病症(重度感冒),与上述病情信息相对应的药品配置信息为:三叉苦3g、岗梅5g、金盏银盘6g、薄荷油4g、野菊花5g、马来酸氯苯那敏5g、咖啡因2g、对乙酰氨基酚4g,蔗糖粉2g,青霉素6g;用药时间为早午饭饭前,一日三次;口服。需要说明的是,上述的药品配置信息为医学领域,医生对上述病症的常规给药处理,为预先存储在药品知识库中的信息。For example, the condition information of patient A is Li XX, 26 years old, sore throat, runny nose symptoms, vital signs (body temperature 36.9 ℃), and the matching result among the various condition information pre-stored in the drug knowledge base is ENT For cold symptoms (mild colds) in the department, the drug configuration information corresponding to the above-mentioned condition information is: 2g trichaku, 2g plum, 3g calendula silver plate, 4g peppermint oil, 2g wild chrysanthemum, chlorobenzene maleate Namin 5g, caffeine 2g, acetaminophen 4g, sucrose powder 2g; medication time is before meals, morning and evening, twice a day; orally. Patient B’s condition information is Wang XX, 26 years old, sore throat, runny nose, and vital signs (body temperature 39.9°C). The cold symptoms (severe cold), the drug configuration information corresponding to the above disease information is: Sanchaku 3g, Gangmei 5g, Calendula Silver Plate 6g, Peppermint Oil 4g, Wild Chrysanthemum Flower 5g, Chlorpheniramine Maleate 5g , caffeine 2g, acetaminophen 4g, sucrose powder 2g, penicillin 6g; medication time is before breakfast and lunch, three times a day; orally. It should be noted that the above drug configuration information is in the medical field, and the doctor's routine drug treatment for the above diseases is information pre-stored in the drug knowledge base.
步骤S400,获取检索到的药品配置信息,并将药品配置信息发送至物联网。其中,物联网利用局部网络或互联网等通信技术把传感器、控制器、机器、人员和物等通过新的布局、组合方式联在一起,形成人与物、物与物相联。在本发明的一个实施例中,制造药品的多种设备可以预先连接在物联网上,即制造药品的设备可以根据上述药品配置信息实现针对不同病人的药物。由此,可以实现信息化、个性化、远程管理控制和智能化药物定制的目的。Step S400, obtaining the retrieved drug configuration information, and sending the drug configuration information to the Internet of Things. Among them, the Internet of Things uses communication technologies such as local networks or the Internet to connect sensors, controllers, machines, people and things through new layouts and combinations to form a connection between people and things, and things and things. In one embodiment of the present invention, a variety of equipment for manufacturing medicines can be pre-connected to the Internet of Things, that is, the equipment for manufacturing medicines can implement medicines for different patients according to the above-mentioned medicine configuration information. Thus, the goals of informatization, personalization, remote management control and intelligent drug customization can be realized.
参见图2,在另一个实施例中,药物定制方法除了包括上述步骤S100-步骤S400,还包括步骤S500,通过物联网控制药物的定制。Referring to FIG. 2 , in another embodiment, the method for ordering medicines includes not only steps S100 - S400 described above, but also step S500 , controlling the ordering of medicines through the Internet of Things.
具体的,物联网的其中一个终端被配置连接了制造药品的设备,制造药品的设备通过接收所获取的药品配置信息,根据药品配置信息中的药物名称、药物中各组成成分的含量值、药物的单次剂量、用药时间、给药途径、联合用药方案等上述信息对药物进行个性化配比与定制。Specifically, one of the terminals of the Internet of Things is configured to be connected to a device for manufacturing drugs. Personalized proportioning and customization of drugs based on the above information such as single dose, medication time, route of administration, and combined drug regimen.
上述药物定制方法,首先获取病人的病情信息;再将获取的病情信息与预存储在药品知识库中的多种病情信息进行匹配;继而根据匹配成功的病情信息检索与其相对应的药品配置信息;获取药品配置信息,并将药品配置信息发送至物联网,最终由物联网控制药物的定制。本发明通过获取不同病人的病情信息,将具有个性化病症的病人的病情信息与预先存储在药品知识库中的多种病情信息进行匹配,从而达到了匹配病情信息的准确性;再通过病情信息检索到预先存储的药品配置信息,实现了获取药品配置信息的快捷性;最终将药品配置信息发送至物联网,实现了物联网终端下的制药设备制药的针对性,低成本性,且进一步的,本发明根据不同病人的个性化病症定制出最适合该病人的药品,能够及时满足病人的个性化病症的最佳药品的需求。The above drug customization method first obtains the patient’s condition information; then matches the acquired condition information with various condition information pre-stored in the drug knowledge base; then retrieves the corresponding drug configuration information according to the successfully matched condition information; Obtain drug configuration information, and send the drug configuration information to the Internet of Things, and finally the Internet of Things controls the customization of drugs. The present invention matches the condition information of patients with personalized diseases with various condition information pre-stored in the drug knowledge base by acquiring the condition information of different patients, thereby achieving the accuracy of matching condition information; The pre-stored drug configuration information is retrieved, which realizes the quickness of obtaining drug configuration information; finally, the drug configuration information is sent to the Internet of Things, realizing the pertinence, low cost, and further improvement of pharmaceutical equipment under the Internet of Things terminal. According to the individualized disease of different patients, the present invention customizes the most suitable drug for the patient, and can meet the needs of the best drug for the individualized disease of the patient in time.
基于同一发明构思,在一个实施例中,还提出一种药物定制系统。参见图3,该药物定制系统可以包括获取模块110、匹配模块120、检索模块130和发送模块140。Based on the same inventive concept, in one embodiment, a drug customization system is also proposed. Referring to FIG. 3 , the drug customization system may include an acquisition module 110 , a matching module 120 , a retrieval module 130 and a sending module 140 .
其中,获取模块110用于获取病人的病情信息;匹配模块120用于将获取的病情信息与预存储在药品知识库中的多种病情信息进行匹配;检索模块130用于根据匹配成功的病情信息检索与其相对应的药品配置信息;发送模块140用于获取药品配置信息,并将药品配置信息发送至物联网。Among them, the obtaining module 110 is used to obtain the patient's condition information; the matching module 120 is used to match the obtained condition information with various condition information pre-stored in the drug knowledge base; The corresponding drug configuration information is retrieved; the sending module 140 is used to obtain the drug configuration information, and send the drug configuration information to the Internet of Things.
另外,参见图4,本发明提供的一种药物定制系统,除了上述模块,还包括控制模块150用于通过物联网控制药物的定制。In addition, referring to FIG. 4 , a drug ordering system provided by the present invention, in addition to the above modules, also includes a control module 150 for controlling drug ordering through the Internet of Things.
进一步的,本发明提供的一种药物定制系统,还包括存储模块160(图中未示出)用于对药品知识库中的多种病情信息以及与药品配置信息进行存储。其中,预存储在知识库中的病情信息与药品配置信息为一一对应关系。Furthermore, the drug customization system provided by the present invention further includes a storage module 160 (not shown in the figure) for storing various disease information and drug configuration information in the drug knowledge base. Wherein, the condition information pre-stored in the knowledge base and the drug configuration information have a one-to-one correspondence.
更进一步的,本发明提供的一种药物定制系统,还包括分类模块170(图中未示出)用于对预存储在药品知识库中的多种病情信息进行分类。具体的,可以根据多种病情的属性、病情程度以及与病情程度相对应的一种或多种病状划分类别。由此,通过分类模块对病情信息的细分,在对获取的病人的病情信息与药品知识库中的已细分的多种病情信息进行匹配时,提高了匹配过程中的高效性与准确性。Furthermore, the drug customization system provided by the present invention further includes a classification module 170 (not shown in the figure) for classifying various disease information pre-stored in the drug knowledge base. Specifically, the categories may be divided according to the attributes of various diseases, the degree of the disease, and one or more symptoms corresponding to the degree of the disease. Therefore, through the subdivision of the disease information by the classification module, the efficiency and accuracy of the matching process are improved when the obtained patient's disease information is matched with the subdivided various disease information in the drug knowledge base. .
上述药物定制系统,首先通过获取模块110获取病人的病情信息;再通过匹配模块120将获取的病情信息与预存储在药品知识库中的多种病情信息进行匹配;继而通过检索模块130根据匹配成功的病情信息检索与其相对应的药品配置信息;发送模块140获取药品配置信息,并将药品配置信息发送至物联网,最终通过控制模块150通过物联网控制药物的定制,本发明通过获取不同病人的病情信息,将具有个性化病症的病人的病情信息与预先存储在药品知识库中的多种病情信息进行匹配,从而达到了匹配病情信息的准确性;再通过病情信息检索到预先存储的药品配置信息,实现了获取药品配置信息的快捷性;最终将药品配置信息发送至物联网,实现了物联网终端下的制药设备制药的针对性,低成本性,且进一步的,本发明根据不同病人的个性化病症定制出最适合该病人的药品,能够及时满足病人的个性化病症的最佳药品的需求。The above-mentioned drug customization system first obtains the patient's condition information through the acquisition module 110; then matches the obtained condition information with the various condition information pre-stored in the drug knowledge base through the matching module 120; then through the retrieval module 130 according to the matching success The medical condition information retrieves its corresponding drug configuration information; the sending module 140 obtains the drug configuration information, and sends the drug configuration information to the Internet of Things, and finally controls the customization of drugs through the Internet of Things through the control module 150. The present invention acquires the drug configuration information of different patients Condition information, matching the condition information of patients with personalized diseases with various condition information pre-stored in the drug knowledge base, so as to achieve the accuracy of matching condition information; and then retrieve the pre-stored drug configuration through condition information information, realizing the quickness of obtaining drug configuration information; finally sending the drug configuration information to the Internet of Things, realizing the pertinence and low cost of pharmaceutical equipment under the Internet of Things terminal, and further, the present invention is based on the needs of different patients Customized medicines that are most suitable for the patient, and can meet the needs of the best medicines for the patient's personalized illness in a timely manner.
以上所述实施例仅表达了本发明的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对本发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only express several implementation modes of the present invention, and the descriptions thereof are relatively specific and detailed, but should not be construed as limiting the patent scope of the present invention. It should be pointed out that those skilled in the art can make several modifications and improvements without departing from the concept of the present invention, and these all belong to the protection scope of the present invention. Therefore, the protection scope of the patent for the present invention should be based on the appended claims.
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