WO2024196591A1 - Biometrically scalable ai designed articulated catheter device - Google Patents
Biometrically scalable ai designed articulated catheter device Download PDFInfo
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- WO2024196591A1 WO2024196591A1 PCT/US2024/018958 US2024018958W WO2024196591A1 WO 2024196591 A1 WO2024196591 A1 WO 2024196591A1 US 2024018958 W US2024018958 W US 2024018958W WO 2024196591 A1 WO2024196591 A1 WO 2024196591A1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
- A61B34/30—Surgical robots
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
- A61B34/10—Computer-aided planning, simulation or modelling of surgical operations
- A61B2034/101—Computer-aided simulation of surgical operations
- A61B2034/102—Modelling of surgical devices, implants or prosthesis
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
- A61B34/10—Computer-aided planning, simulation or modelling of surgical operations
- A61B2034/101—Computer-aided simulation of surgical operations
- A61B2034/105—Modelling of the patient, e.g. for ligaments or bones
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
- A61B34/10—Computer-aided planning, simulation or modelling of surgical operations
- A61B2034/107—Visualisation of planned trajectories or target regions
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B34/00—Computer-aided surgery; Manipulators or robots specially adapted for use in surgery
- A61B34/30—Surgical robots
- A61B2034/301—Surgical robots for introducing or steering flexible instruments inserted into the body, e.g. catheters or endoscopes
Definitions
- This invention is in the field of medical catheters, medical robotics, and medical robotic catheters.
- Catheters are widely used in many aspects of surgery and medicine. These include cardiac catheters configured to be inserted at an opening in one of the patient’s veins, which are then guided to a target region in the heart. Such catheters have often tipped with various ty pes of effector devices configured to administer therapeutic drugs or radiological contrast agents, apply stents, balloon devices, and the like.
- Laparoscopic surgery has also become popular in recent years. Often called keyhole surgery, such methods aim to minimize patient trauma by the use of small thin surgical tools that can enter the body through small incisions, and then perform useful surgical work. Towards this end, many ingenious devices have been devised, including various types of laparoscopes and other surgical tools.
- Robotic surgery exemplified by Intuitive Surgical’ s Da Vinci Robotic- Assisted Surgery platform, also employs sophisticated robotic control methods for performing laparoscopic and other types of keyhole surgery'.
- Catheters often comprise a single “snake” or “hose” like structure that has no or almost no internal joints, and thus are not “articulated.”
- Many classical laparoscopic devices have a middle section that is often straight, and thus is not articulated at least in this middle section as well. In-between these two extremes is a third class of elongated device comprised of a large number of smaller jointed units, all strung together in a manner not unlike a necklace. If properly controlled, such articulated devices offer the promise of working on medical problems where traditional catheter designs and laparoscopes have difficulties addressing.
- Kalbe et. al US patent 10,029,073.
- Kalbe taught a type of steerable assembly for a surgical catheter.
- Schmitz also the inventor of the present application, in US patent 11,033.342, disclosed an articulated device called a universal joint for surgical robotics.
- This articulated device was also comprised of multiple units, but here each unit further comprised a link and yoke configured so that each unit was connected to another unit by multiple joints allowing pivoting about a double axis between the units.
- Fig. 1A shows an example of an articulated surgical device (100).
- the device is made up of repeating articulated units (102). where each unit comprises a yoke (104) and a link (106), and each unit is able to rotate about two independent axes (108) and (110). These are sometimes referred to in this disclosure as '‘hypermobile” units.
- Fig. IB shows an alternate example of an articulated surgical device (120).
- the device is also made up of repeating articulated units (122), where each unit comprises only link (126), and each link is able to rotate about only one axis (124).
- unit (122) and link (126) are the same.
- the invention was inspired, in part, by the insight that articulated medical devices, such as the previously discussed Kalbe and Schmitz devices, can have a superior ability to areas of the body that are presently difficult to access using prior art catheter and laparoscope designs.
- the invention was also inspired, in part, by the insight that there is a wide variation in patient morphology, particularly with regards to branching body lumens such as blood vessels, lung structures, certain intestinal regions, and the like.
- articulated medical devices which can as needed be finely manipulated and guided through the use of internal pull wires, offer some advantages here, the wide variation in patient morphology makes it difficult for a standardized design to fit all situations.
- the invention was also inspired, in part, by the insight that modem medical scanning methods, coupled with modem computer aided design techniques (often artificial intelligence assisted techniques), coupled with improvements in automated manufacturing methods now make it feasible to rapidly produce customized designs.
- the invention is inspired by the concept of a system and method that can rapidly progress from medical scans to a customized articulated catheter or articulated laparoscopic device precisely customized to handle medical situations not well served by prior art devices.
- the invention may be a computerized system and method of manufacturing an articulated surgical device. Expressed in methods terminology, this method can produce a customized device from surgical device pathway data (often obtained from medical scans) describing at least some structural dimensions of a patient’s body lumen or other internal body passage.
- the articulated surgical device comprises a plurality of connected units, each with at least one moveable joint, which may have variable diameters or lengths.
- the computerized system can take this data and automatically design a patient customized articulated surgical device which may be customized for that particular patient’s body morphology and medical need.
- the output from this design may then be used, often in conjunction with suitable automated manufacturing processes such as laser cutting and/or CNC methods, to rapidly produce the customized device.
- suitable automated manufacturing processes such as laser cutting and/or CNC methods.
- Fig. 1A shows an example of an articulated surgical device.
- the device is made up of repeating articulated units, where each unit comprises a yoke and a link, and each unit is able to rotate about two independent axes. These are sometimes referred to as hypermobile units.
- Fig. IB shows an alternate example of an articulated surgical device, in this alternative embodiment, the device is also made up of repeating articulated units, where each unit comprises only one type of link, and each link is able to rotate about only one axis.
- Fig. 2 shows a longer section of an articulated surgical device comprising multiple yoke and link units.
- the device also has an effector unit, here a grasping tool, attached to the most distal unit of the device.
- the movement of at least the most distal unit is controlled by various pull wires (often four independently operated pull wires), that pass through small pull wire holes in the various units.
- Fig. 3A-J show a detailed close up of a link, yoke, link (a unit and a half) from Fig. 1 A.
- the link on the left is connected to the yoke by one yoke pivot boss
- the link on the right is connected to the yoke by a different yoke pivot boss, thus enabling a hypermobile series of units that can simultaneously swivel up and down, and from left to right as shown.
- Fig. 4A shows a close up of the yoke portion of a hypermobile unit from a first angle, with the dotted arrows showing how' the optional pull wires can pass through holes in the yoke.
- Fig. 4B shows a close up of the yoke portion of a hypermobile unit from a second angle, with the dotted circles showing the optional pull wires (cable feeds) passing through the yoke holes.
- Fig. 4C shows a perspective view of the hypermobile unit’s link portion.
- Fig. 5 show s an example of a surgical device pathway(s).
- these pathways comprise at least some of the lumen of the patient’s bronchial tubes and bronchiole of a patient’s lung.
- the small dark circle on the left represents a target body lesion, located on the difficult-to-access outer third area of the lungs, that the patient’s physician wishes to access with a custom manufactured articulated surgical device.
- Fig. 6 show s an example of how a multiple unit articulated surgical device can be tapered from an initial wider proximal diameter to a narrower distal diameter.
- Fig. 7 show s an example of a tapered multiple-unit articulated surgical device, similar to Fig. 6, further equipped with a camera comprising both a light source and any of optical fibers or cameras and working channel at the distal end.
- Fig. 8 shows an example of some of the equipment that may be used to automatically produce at least portions of the surgical device, such as entire units or at least portions of the units.
- Fig. 9 shows a flow chart showing some aspects of the invention’s computerized design and manufacturing methods.
- Fig. 10 shows an example of some factors considered by the invention’s automated design system. As the device traverses the body pathway, the diameters of the various units (brackets 310) should generally narrow ⁇ as the width of the pathway shrinks. The joints or turning radius between the various units is also shown.
- Fig. 11 shows that the automated design software can also be given additional design guidelines. Here a sharp angle of attack (sharp bend) is needed to effectively treat a given target, which is located on the side of the body lumen.
- Fig. 12 shows how in some embodiments, the automated design software can follow a design guideline to configure the diameter of the units to match the size of the body lumen.
- Fig. 13 shows that in some restricted path situations, the automated design software can follow a design guideline to create a “neck” with wider regions before and after a restriction, but with a narrow ed region at the restriction.
- Fig. 14 show s an abstracted version of some of the automated design softw are design guidelines.
- brackets show' a given set of unit diameter parameters
- the intersecting stars show a given set of pivot point parameters (which can be controlled by the lengths of the units, and/or yoke locations).
- Fig. 15 shows a later stage in the automated software design process.
- the automated design software can then use these parameters to then compute other aspects of the design, such as the design of the individual yokes and links.
- Fig. 16 shows a short, assembled section of the articulated surgical device, with the approximate lengths, diameters, and pivot points scaled roughly as shown in Fig. 14 and Fig. 15.
- the invention is based, in part, on the insight that the utility of various types of articulated surgical devices can be enhanced if the devices are further customized for a given patient and a given set of surgical problems.
- Fig. 2 shows a longer section of an articulated surgical device comprising multiple yoke and link units as per Fig. 1A.
- the device also has an effector unit (130), here a grasping tool, attached to the most distal unit of the device.
- an effector unit (130) here a grasping tool
- the movement of at least the most distal unit or yoke is controlled by various cables or pull wires (often four independently operated pull wires, see Fig. 4A-4C). that pass through holes in the various units, links, and yokes. These may often terminate at or near the most distal unit, link, or yoke.
- the outside of the device is often covered with a flexible coating or layer (132), often made of a biocompatible polymer, to facilitate passage of the device though various body pathways.
- a flexible coating or layer often made of a biocompatible polymer, to facilitate passage of the device though various body pathways.
- the most distal link may sometimes be attached to the most distal yoke without any moveable link joints, so that cables or wires terminating in the most distal yoke can, by manipulating the angle of that yoke, more precisely control the orientation of the most distal link.
- the proximal portion of the device (134) will often be connected to a larger control mechanism, such as a motorized control that allow s the surgeon to guide the surgical device through various body pathways using a combination of force applied to the proximal units, as w ell as by manipulation of the various pull wires or cables passing through the device from distal to proximal that allows the distal portion of the surgical device to be manipulated through one or more axes as the device advances.
- This control mechanism (134) often remains outside of the patient's body.
- the distance from the linkage to the control unit (134) will often be quite long, so intermediary sections of other materials, such as less flexible catheter material, can, in some embodiments, make up the extra length in between (132) and (134).
- the articulated surgical device comprises hypermobile units comprising link and yoke units, as previously shown in Fig. 1 A.
- hypermobile units comprising link and yoke units, as previously shown in Fig. 1 A.
- other types of units such as the units show n in Fig. IB, may also be used.
- Fig. 3A-J show a detailed close up of a link (106), yoke (104), link (a unit and a half) from Fig. 1A.
- the link (106) on the left is connected to the yoke (104) by one yoke pivot boss, producing a first axis of rotation (108).
- the link on the right is connected to the yoke (104) by a different yoke pivot boss, producing a second axis of rotation (110).
- This enables the hypermobile series of units to simultaneously swivel up and dow n, and from left to right as shown.
- Fig. 3A-J assume that all configurations are possible by suitably- manipulating the various wires or cables (Fig. 4A 112, Fig. 4B 112) by a control unit (134).
- Fig. 4A shows a close up of the yoke portion (104) of a hypermobile unit from a first angle, with the dotted arrows (112) showing how the optional pull wires or cables can pass through holes in the yoke. Note that there are four pull wires, and pressure on these different pull wires can cause the distal unit (or yoke) to rotate in either direction over the two different axis (108, 110).
- Fig. 4B shows a close up of the yoke portion (104) of a hypermobile unit from a second angle, with the solid circles (114) showing holes, and the dotted circles (112) showing how the optional pull wires (cable feeds) can pass through the yoke holes (114).
- the center of the yoke (116) is open to create an interior working channel through which various components can travel.
- Fig. 4C shows a close-up perspective view of the link portion (106) of a hypermobile unit.
- the optional pull wires or cables shown above as 112 can pass through the center of the link (118). This is because the center of the link (118) is also open, again to create an interior “working channel’’ in conjunction with the corresponding yokes, since both are open in this region.
- Fig. 5 shows an example of the surgical device pathway(s) discussed in this disclosure.
- these pathways can comprise at least some of the lumen of the patient’s bronchial tubes and bronchiole of a patient’s lung (140).
- the small dark circle on the left represents a target body lesion (142) that the patient’s physician wishes to access with a custom manufactured articulated surgical device, such as the device in Fig. 2.
- the dotted line (144) represents the pathway that the articulated surgical device may need to traverse to reach the target (142) from the entry point (146).
- the present disclosure teaches automated methods to design and manufacture suitable surgical devices to accomplish this goal.
- FIG. 5 is credited to Patrick J. Lynch, medical illustrator, C. Carl Jaffe. MD, cardiologist, and is used under license by the Creative Commons Attribution 2.5 License 2006.
- the invention may be a computerized system or method of manufacturing an articulated surgical device (see Fig. 1A 100, Fig. 1 A, 120).
- the method may comprise receiving, into computer memory, surgical device pathway data (See Fig. 5, 144) describing at least some structural dimensions of a patient’s body lumen or other internal body passage.
- surgical device pathway data See Fig. 5, 1444
- target location data describing at least one target location in the patient’s body, and its location relative to the surgical device pathway data is also received into the computer memory'.
- articulated surgical device (sometimes called the articulated device, device, catheter, robotic catheter, or robotic device) comprises a plurality of connected units (102, 122). At least some of these units will ty pically have any of variable diameters and lengths.
- these units further comprise at least one movable joint (108, 110), and configured to move about at least one axis (108, 110).
- the method ty pically uses at least one computer processor (208), the surgical device pathway data (144), at least one the target location data (142), and the articulated surgical device design parameters to automatically design a patient customized articulated surgical device (such as Fig. 2 or Fig. 7).
- This device is configured to traverse a pathway (144) between an entry point (146) on the patient’s body lumen or other internal body passage, along the patient’s body lumen or other internal body passage (144), and to at least one target location (142). This design can then be used to automatically fabricate at least portions of this articulated device.
- Fig. 6 shows an example of how a multiple unit articulated surgical device can be tapered from an initial wider proximal diameter (150) to a narrower distal diameter (152).
- the initial proximal units are both wider and longer than the final distal units.
- the dashed lines (132) show the approximate position of the polymeric sheath or covering that will often surround the device to minimize interactions between the sides of the device and patient tissues during insertion and removal.
- Fig. 7 shows an example of a tapered multiple-unit articulated surgical device, similar to Fig. 6, further equipped with a camera comprising both one or more light sources (such as LED light sources 156) and any of optical fibers or cameras (158) at the distal end (154).
- the working channel formed the large empty regions 116 and 118 shown in Fig. 4B and 4C
- the working channel is generally hidden, but runs through the center of the device.
- Fig. 8 show s an example of some of the equipment that may be used to automatically produce at least portions of the surgical device, such as entire units or at least portions of the units.
- the method can be implemented according to various options.
- the surgical device may be customized for a particular patient.
- a range of more standardized surgical devices may be created, each optimized for a different class of patients or class of surgical targets. If a given patient and surgical target can be adequately covered by an available standardized surgical device, then the standardized surgical device may be used. If not, then a customized surgical device may be created. Here, let us assume that the patient needs a customized surgical device.
- a suitable medical imaging scan such as a CAT or CT scan, MRI scan, ultrasonic scan, X-ray, or other modality (202).
- the patient (200) may be scanned by medical scanner (202).
- the resulting medical scan data (which may be annotated to point out the desired surgical pathway and target) is transferred into computer memory (204). Additional data, such as the design parameters for the desired surgical device may also be transferred (if it is not previously present) into computer memory (206).
- This information is then processed by at least one computer processor (208).
- This at least one computer processor can be chosen from the ARM, x86. MIPS or other processor families, and in some embodiments may be further comprise additional Al (artificial intelligence) hardware such as specialized neural net or Al processors (NPU), Graphics processors (GPU), FPGA (field programmable gate arrays), and co-processors. Examples of suitable NPU and GPU processors include the Intel NCS2 chip, Telum processor, Nvidia DGZ A100, Google Cloud TPU, Edge TPU, Cerebras WSE-2, and others.
- the Al/processor system (208) will take the patent scan and medical target data, the design parameters relative to the type of articulated surgical device desired, and (often supplemented, or trained by a historical database of other articulated surgical devices/pathway - target situations) and determine an articulated surgical device that best satisfies the various constraints. See Fig. 9 for more detail.
- Al/processor (208) or a different Al or processor unit can then determine the fabrication instructions (212) needed to create the various components of the articulated surgical device. These components can include the diameters and lengths of at least some of the various units or portions of the units (102, 104, 106, 122, 126), and other components as desired. (As previously discussed, in some embodiments, unit 122 can consist of link 126.)
- fabrication instructions (212) can also be stored in computer memory (212).
- certain portions of at least the memory (204, 206, optionally historical database 210), the Al/processor 208 and/or fabrication instruction memory (212) may be packed as a single unit (228), often referred to here as the Al system, but such packaging is optional.
- Certain portions of the articulated standardized device in particular the control unit (134), and possibly the effector units (130) (i.e., the ‘'payload” at the distal end of the catheter, often configured to perform a medically useful task), may often be standardized and pre-fabricated units. However often the middle portion of the device (e.g., at least some of the various units) may be customized to that particular patient/pathway/target situation.
- the fabrication instructions (212) may be used to operate various types of automated manufacturing equipment, such as CNC (computer numerical control) machining devices, computerized laser cutting devices, and the like.
- CNC computer numerical control
- these instructions (212) are shown operating a laser cutter (214), which is cutting (216) various subunits of various dimensions, such as precursors (218) to the units or subunits (106, 122, 126). from a stock material such as a hollow hypodermic tube (218). This tube can made from stainless steel or other surgical grade material.
- these precursors (218) become surgical device units or subunits (e g., 106, 122, 126), which can then be further assembled to form longer portions of the articulated surgical device (100, 120). After assembly, these form a completed articulated surgical device (Fig. 2. Fig. 6, Fig. 7) customized to that particular surgical pathway and target situation.
- Fig. 9 shows a flow chart showing some aspects of the invention's computerized articulated surgical device design and manufacturing methods.
- the process will often begin by receiving pathway and target data into computer memory (204), (230). This will typically include surgical device pathway data describing at least some structural dimensions of a patient’s body lumen or other internal body passage. Additionally, the process often requires entering additional information into computer memory, such as target location data describing at least one target location (142) in the patient’s body, and its location relative to the surgical device pathway data (144).
- this articulated surgical device will usually comprise a plurality of connected units (102, 122). Often, at least some of these units will have any of variable diameters and lengths (see Fig. 6 and Fig. 7).
- this plurality of units (102, 122) will usually further comprise at least one movable joint (108, 110. 124). configured to move about at least one axis (108. 110, 124).
- the method then uses at least one computer processor (e.g., Al/processor 208), the surgical device pathway data (144), at least one target location data (142), and said articulated surgical device design parameters to automatically design a patient customized articulated surgical device configured to traverse a pathway between an entry point (146) on the patient's body lumen or other internal body passage, along said patient’s body lumen (144) or other internal body passage, and to this at least one target location (142).
- at least one computer processor e.g., Al/processor 208
- Some factors that the automated system (228) or method may consider include evaluating (either iteratively, or through Al methods), a plurality of alternate candidate articulated surgical device designs.
- the system/method can calculate a plurality of different paths that a given candidate articulated surgical device may traverse along said pathway (144) between an entry point (146) and said target (142).
- a given candidate articulated surgical device may traverse along said pathway (144) between an entry point (146) and said target (142).
- the at least one computer processor (208) can evaluate the diameters of the given candidate articulated surgical device along the pathway (144).
- the processor can also evaluate the ability of at least some of the units of a given candidate articulated surgical device to bend along a given pathway.
- the processor can also evaluate the ability’ of at least some proximal units (150) of said given candidate articulated surgical device to drive and/or guide distal units (1 2) of said given candidate articulated surgical device as said distal units approach said target (142).
- the at least one computer processor (208) can preferentially select those designs that meet preset criteria.
- These preset criteria can comprise various factors, such as minimizing calculated trauma to any sides of said pathway (144) between the entrypoint (146) and the target (142).
- Such criteria need not be complex.
- a simple Hook’s law or other mechanical stress and strain type calculation where the force exerted by the surgical device spring action against body tissue, can be used.
- the greater, the force the greater the calculated trauma, where the coefficient of damage can be generated experimentally.
- Other types of polynomials or functions may also be used. In any event, the amount of pressure exerted by the device against non-target tissue should generally be minimized.
- Fig. 10 shows an example of some of the factors that may be considered by the invention’s automated design system (228).
- the diameters of the various units (310) may be configured to generally narrow as the width of the pathway shrinks (see Fig. 5).
- the position of the joints between the various units is also shown.
- the softw are can be given general guidelines, such as that a larger diameter is preferred when openings are large, a smaller diameter is required to enter narrower pathways, and the device must be configured to reach a given target.
- the body vessel or lumen walls are shown as (300).
- the distance between the units is shown as (302).
- the centerline of the surgical device’s proposed pathway is shown as (304).
- the target (142a) is a concentric lesion with a concentric morphology 7 that is totally blocking the vessel.
- the Al system can generate a trajectory path, and create unit diameter fiducials as well as calculate an optimal distance between units.
- the Al system is generating an initial “stick” map that can then convert to the lengths of the units, as well as the type of yokes (if any) used in these portions of the device.
- the software can then optimize the positions (e g., length of the links, or at least the length of the link arms) and determine where the yoke and their corresponding yoke pivot points should be located.
- the system can then locate the positions for the ideal yoke pivot locations (312).
- Fig. 11 shows that the automated design software can also be given additional design guidelines.
- the target (142b) is an eccentric lesion located on the vessel walls.
- a sharp angle of attack is needed to effectively treat this target, which is located on the side of the body lumen.
- the software can, for example, reference historical data of previous successful designs for further design constraints.
- the Al system can be trained using historical data (210) for successful designs that had previously worked adequately with this type of situation.
- This historical data can also include additional factors, such as loads on any robotic motors (134) used to drive the unit, and the location of the target (lesion).
- loads on any robotic motors (134) used to drive the unit and the location of the target (lesion).
- the distal section transitions from a small diameter, capable of a tight bend radius, to a larger proximal diameter used to stabilize the device and support the distal loads while force and work is being transmitted to the target lesion (142b).
- Fig. 12 shows how in some embodiments, the automated design software can follow a design guideline to configure the diameter of the units to match the size of the body lumen.
- the Al system can generate diameter fiducials (diameters of the units) that match closely to the vessel/lumen’s change in diameter, as well as the type of distal tip (effector unit) necessary' for examining or treating a particular target.
- the distal portion of the surgical device is made smaller for the type of work required. While moving proximally, the diameter steps up. In this case, the device as a whole is made to follow the natural tape of this body vessel/lumen.
- Fig. 13 shows that in some restricted path situations, the automated design software can follow a design guideline to create a “neck’" with wider regions before and after a restriction (308), but with a narrowed region at the restriction.
- the computer system can calculate if, given that design, the device can use force, transmitted by the wider units proximal to the neck, help ease the device through the restriction.
- the Al system can generate a necked down section to get beyond the restriction (308), and to the target lesion location (142c).
- the proximal section transitions rapidly to larger diameters.
- the Al system can also be configured to use historical data from robotic motor loads (134) to create the appropriate step-up in transition from distal to proximal in the hyper flexible steering portions of the device.
- Fig. 14 shows an abstracted version of some of the automated design softw are design guidelines.
- the brackets show' a given set of unit diameter parameters (310)
- the intersecting stars (312) show a given set of pivot point parameters (which can be controlled by the lengths of the units, and/or yoke locations).
- the automated design software can either iterate over a range of such parameters, and/or use Al methods, such as neural net techniques, to again effectively consider a range of alternative designs, and pick those with the best merit according to a merit algorithm.
- Fig. 15 shows a later stage in the automated software design process.
- the automated design software can then use these parameters to then compute other aspects of the design, such as the lengths of the individual links.
- This information can then be sent to suitable manufacturing equipment, such as CNC laser cutters, CNC machine devices, or 3D printing devices (214).
- suitable manufacturing equipment such as CNC laser cutters, CNC machine devices, or 3D printing devices (214).
- the lengths of the links (106), (126) are shown as lines (314).
- the computerized system can evaluate the ability of at least some proximal units (1 0) of a given candidate articulated surgical device to drive and/or guide distal units (1 2) of said given candidate articulated surgical device as said distal units approach said target (142) using criteria such as: a) The distance from said target (142) to any proximal end motorized drive control head (134). b) The output of any motor (134) used to drive a proximal end of said candidate articulate surgical device. c) The estimated mid-line trajectory (304) of a candidate articulated surgical device as it transits a distance along said pathway from said entry point (146) to said target (142).
- this method can then use this design (and fabrication instructions, often stored in memory 212) to automatically fabricate (214, 216, 218, 220. 106) at least portions (100, 120) of the articulated device.
- the surgical pathway data (144) comprises (or is obtained from) at least one 3D image obtained from imaging scans (202) of the patient (200).
- the target location data comprises a location (142) in the patient’s body that can be accessed by traversing the patient’s body lumen (144) or other internal body passage.
- the at least one processor (208) implements these various automatic considerations by any of artificial intelligence type machine learning or a predetermined computer algorithm.
- Fig. 9 also shows how. in some embodiments, the processor can alternatively implement these considerations (240) as an iterative process.
- the processor can consider one design based on a first set of design parameters (first permutation).
- the processor can then assign and store a merit to this first design (242), by weighting the various factors. For example, the design can be assigned a higher merit for every design rule followed, and a lower merit for even' design rule not followed, and the results evaluated according to a weighting function where each rule can be assigned a different weighting value as needed.
- the system can then iterate (244) through a series of design permutations, and select the highest merit (246) at the end (248).
- An Al type method may alternatively use historical database trained neural networks (210) to achieve the same end.
- the system can then calculate the fabrication instructions (212, 250), for the highest merit design.
- Fig. 9 also shows an example of how the automatic fabrication instructions can be used to operate automatic production equipment to produce at least portions of the surgical device, such as entire units or at least portions of the units.
- the automatic fabrication method comprises generating instructions to operate any of a CNC machining, CNC laser cutting device, or 3D printing device (214).
- this automatic fabrication further comprises using said instructions to operate any of a CNC machining, CNC laser cutting, or 3D printing device, thereby producing unit portions comprising at least portions of said units (such as 218, 106). These unit portions can then be assembled into at least portions of the articulated surgical device (100, 120).
- this CNC machining or CNC laser cutting or 3D printing device further uses at least one hypodermic tube (220) as a starting material to produce these unit portions.
- at least one hypodermic tube (220) as a starting material to produce these unit portions.
- a solid bar stock of metal may also be used.
- the design further comprises units of vary ing lengths and diameters, such that the diameters of the units on a proximal side (150) of said articulated surgical device are greater than the diameters of said units on a distal side (152) of said articulated surgical device; and said lengths of said units on a proximal side (150) of said articulated surgical device are greater than the lengths of said units on a distal side (152) of said articulated surgical device.
- At least portions of said articulated device may further be covered with a flexible covering (132).
- this covering comprises a biocompatible polymer, often selected for minimal thrombogenic properties, flexibility, and ability to survive a sterilization process.
- suitable polymers include polyurethanes, polycarbonates, polyamides, fluoropolymers, polyolefins, polyimides, and the like.
- This flexible covering is usually selected to reduce interaction between said articulated device and any of patient body fluids and/or non-target sides of the body lumen or other internal body passage.
- the interior of said articulated device is configured with a working channel (Fig. 4B. 115) with dimensions often selected to enable at least some tools to traverse said working channel. In some embodiments, this can be from an entry point (156) to a most distal unit (152) of said articulated device.
- At least some of said units are hypermobile units that further comprise at least two movable joints, and are configured to move about at least two axes (108, 110).
- these hypermobile units can further comprise a hypermobile link and a hypermobile joint, and at least some of said hypermobile joints further comprise a yoke (104) comprising a polygonal or circumferential base (109), forming a central opening (116) and having four vertically oriented pull wire holes (114) disposed at ninety-degree intervals from one another.
- the yoke further comprises four cylindrical pivot bosses (117) extending laterally from said base at ninety-degree intervals. This yoke is configured to couple with a first link (106a) from its unit (102), and a second link (106b) from a neighboring unit.
- the first link (106, 106a) is movably coupled with a first set of two of the four cylindrical pivot bosses and extending from the yoke in a first direction, such that the first link pivots in a first plane (108) relative to the yoke.
- the second link (106b) is movably coupled with a second set of two of the four cylindrical pivot bosses, thus extending from the yoke in a second direction, such that the second link (106b) pivots in a second plane orthogonal to the first plane.
- the first link (106a) comprises a first ring (106r), with a first set of arms (106d) extending vertically from the first ring in a first direction; and a second set of arms extending (106e) vertically from the first ring in a second, opposite direction.
- the second link (106b. which is otherwise identical to the first link) comprises a second ring and a third set of arms (106d) extending vertically from said second ring (not numbered) in a first direction.
- each arm of the sets of arms comprises a circular hole (106h) sized to fit over one of the four cylindrical pivot bosses (1 17) of the yoke (104).
- the bases (109) of at least some of the yokes further comprise four vertically oriented pull wire holes (114) disposed at ninetydegree intervals from one another.
- a plurality' of the articulated surgical device yoke bases further comprises four pull wires (112) disposed individually in each of said four pull wire holes (114).
- the articulated surgical device design further comprises links and yokes of varying lengths and diameters.
- the diameters of the links and yokes on a proximal side (150) of the articulated surgical device are greater than the diameters of said links and yokes on a distal side (152) of said articulated surgical device.
- the lengths of any of said set of arms (106d or 106e) on a proximal side of said articulated surgical device are greater than the lengths of said set of arms on a distal side of said articulated surgical device.
- At least one effector unit comprising any of a camera, grasping tool, cutting tool, monopolar or bipolar electrodes, tissue sampling device, radioactive seed, or radiation or drug administration device is attached to a most distal unit of said articulated surgical device.
- a 3D model of the patient's access pathway to the target location can be generated.
- the 3D model provides significant information that is at present not being fully utilized for surgical devices.
- the design of a fully custom robotic catheter can become a reality.
- this articulated surgical device can be very small where they need to be (down to 1mm diameter and 25-micron thick link wall for example). This allows a surgeon to perform the critical tasks by having the distal portion of the catheter locked in place at a precisely determined location based on pre-CT/MRI image/modeling and real-time CT/MRI imaging during the procedure. The latter eliminates CT-to-body divergence due to real-time imaging overlapping with the pre-determined path and target information.
- One feature that helps creates stability in the catheter is how it transitions from a smaller diameter (OD) at the distal end ( 152) to a larger diameter (150) proximally.
- the catheter becomes larger in diameter proximally with less mobility.
- the mobility portion is more concentrated close to the target distally. This allows for more stability in the catheter as it is controlled outside of the patient.
- the patient’s anatomy both in the healthy entry’ portions of the vessel through which the catheter is driven, and the unhealthy or restrictive target portions drive the design of the catheter over its length. Any patient anatomic anomalies also drive the design from the target.
- the 4-way steerable portion can be size reduced in a stepped fashion, thus providing for the more stability’ where it is required upstream.
- This feature can be useful to achieving high precision motion control at the target (142).
- the present invention also operates with simpler designs, (see Fig. IB), more complex designs, such as Fig. 1A, are often preferred.
- This link-yoke catheter provides the highest level of 4-way control in the smallest diameter with the largest inside diameter (or working channel).
- the catheter can be driven to the target (142) through a torturous path (144) with the ability 7 to deliver vision, tools, and the necessary 7 therapy.
- this torturous path can have narrowing sections and abrupt turns. This is also key to the final precision at the target as it enables the delivery of the therapy to be properly articulated at, near, or over the target, depending on the biopsy or therapy type.
- the precision of the link-yoke catheter in a biometrically custom design is enabled by two major technology advancements: 1) The ability 7 to custom design the catheter to the patient’s anatomy through a pre CT or MRI generated 3D image along with historical-learned data coming from an Al based system, and 2) The ability to create a 4- way steerable catheter with stepped diameters and variable length link sections that can be totally designed and built most cost effectively solely with computer automation using the most efficient processes.
- Surgical precision such as the ability to make small controlled motions in any direction, is often the final determining performance metric once the catheter’s forward distal section is driven to the target. Having a catheter designed by Al based for the patient’s unique anatomy and the learned information from previous patients can help provide a significantly greater benefit to the new patient.
- the links and yokes are customizable or scalable in both diameter and length. This allows the length of the link or the diameter to vary individually (a tapered device). The ability to produce a progressively smaller distal portion enables a catheter to be engineered for a specific anatomy.
- the tapering can be important when moving from a vessel and branching to a smaller one.
- the descending diameter of the links create a perfect loading condition on the steering cables, where the far distal end bends in a smaller radius than proximally because there is more interleaving or space for the leading link to tuck deeper into the following link. Also, for a fixed or varying diameter, the longer links would be proximal and as the catheter length progresses distally, the links get shorter.
- the scalability between a yoke and its corresponding links is also important.
- the yoke acts as a transition link (like a railway coupler), providing for a universally scalable steerable catheter. It is through the yoke that scalability’ can take place.
- the link length and diameter are scalable. Further, the link length can vary, allowing for more links distally to create a tighter bend radius towards the distal tip. This can also be used to create a tapered articulated surgical device.
- the yoke can act as a transition coupler between one diameter link to another link of different diameter enabling scalability of diameters.
- the scalability 7 is nearly free due to the catheter length coming entirely from the laser cut or 3D printed link.
- the links contribute all the length to the catheter. Because the links can be cut from hypo-tube with an automated laser, there is almost no tooling cost for adjusting the length. Likewise, the diameter of the hypo-tube is very easily changed by swapping out a collet and replacing the hypo-tube. Since there is no change in tooling, only the flat patterns in CAD are updated in software for length or diameter changes and these steps are fully automated.
- Fig. 6 shows a link-yoke catheter section with varying length and diameter links and both non-transition and transition yokes.
- Fig. 7 shows the tapered link-yoke system articulated to a certain bend radius with camera.
- LED lighting and working channel as would be used in endoscopic applications.
- the device has at least one camera (158), working channel for delivering tools (Fig. 4, 116, 118), and two LED lights (156).
- Coming off the tool plate (not shown) are four pull wires (see Fig. 4A and Fig. 4B, 112) for link-yoke 4-way control.
- the camera can be CMOS, CCD, or fiberscope.
- the LEDs can be replaced by fiber lighting.
- the preferred link-yoke embodiment lends itself well for biometric applications utilizing AL
- the chain of links and yokes can be tailored to fit the anatomy of the patient at the most critical target area (142) where work is performed.
- the length and diameter can be tailored to get over or through a restriction (308) in patient’s body lumen or vessel.
- the distal link diameter of the articulated surgical device would be decreasing while proximal diameter is increasing.
- the larger proximal diameter is important to handling transmission of forces and resistance to buckling and twisting (stability ) especially in a robotic system while applying work to a particular area.
- a 3D model of the pathway for a catheter procedure can be generated.
- the Al After importing the 3D model into an Al software program (228) specifically engineered for biometric development of a catheter, the Al would determine the length and amount of taper necessary for matching to a patient’s vessel in a particular procedure.
- the presently disclosed Al system can also consider robotic tracking, robotic motor loads and the design of the stepped transition along flexible links from the distal tip to the proximal end of the hyper flexibility portion of the catheter.
- the presently disclosed Al system (228) will also generate the final design for a custom fitted articulated surgical device (catheter).
- the link lengths would be completely unique, cut from standard or custom diameter hypo-tube (220) as per Fig. 8.
- the yokes can be selectable from a group of non-transitioning (no step down) and transitioning (diameter step down) yokes.
- the Al system may start the design process at the target (142) in the 3D model and design the catheter from distal to proximal.
- Fig. 10, 11, 12, and 13 show four pathway models. These models represent the inside of a body lumen, blood vessel, artery 7 , or vein. There is a trajectory path (304) representing the theoretical path for the biometric catheter to follow. The lines perpendicular to the trajectory path (310) represent the diameter fiducials for the ideal clearance and fit of the articulated surgical device (catheter).
- the “design-AI” (Fig. 8, 228, Fig. 9) can analyze the 3D models from pre-CT/MRI scans and create a trajectory of the critical path with diameter fiducials in 3D.
- This approach can create the most efficient path from analyzing in-context data from potentially thousands of recorded procedures for a particular therapy.
- the in-context data can originally 7 be created from manually driven surgical robots in record mode.
- this history database (training set) will have an extensive amount of information on the patients, their disease state, the procedure, and outcomes. Fitting the best trajectory is important, because this can be coupled to the delivery of a particular therapy.
- the design-AI method (Fig. 8 228, Fig. 9) takes into consideration the stability needed for delivering a particular therapy from the articulated surgical device.
- the ability to build up the link-yoke catheter in ascending diameters from the target at the distal end to proximal helps to provide stability 7 , control, and precision.
- the design-AI system (228, Fig. 9) can be configured to use a look up table to select known (e.g., commercially available) hypo-tube diameters (220). This allow s the system to produce more manufacturable designs as it selects critical diameters to use in the appropriate sections with fiducials (see Fig. 14 and Fig. 15).
- the Al design system can generate diameter fiducials (e.g., reference points, fixed points, or lines) for a catheter that matches closely to the vessel’s change in diameter and the type of distal tip necessary for working a particular lesion (target).
- the distal section is made smaller for the ty pe of w ork.
- the Al software system (228) generates trajectory path and creates diameter fiducials and distances in between. This initial stick map can then convert to link length and yoke type (transition and non-transition).
- the Al system look at historical data for loads on robot motors and location of lesion.
- the distal section transitions from a small diameter capable of a tight bend radius to a large proximal diameter to stabilize and support the distal loads while work is being transmitted to the lesion.
- the Al software can generate diameter fiducials for a catheter that matches closely to the vessel’s change in diameter and the type of distal tip necessary’ for working a particular lesion.
- the distal section is made smaller for the type of work. While moving proximally, the diameter steps up. In this case, it follows the natural taper of the vessel.
- the Al can generate a necked down section to get beyond the restriction (308) and to the lesion location (142c).
- the proximal section transitions rapidly to lager diameters.
- the Al would also use historical data from robotic motor loads to create the appropriate step up in transition from distal to proximal in the hyper flexible steering section of the catheter.
- Fig. 10 and 14 also show the design Al’s implementation of the ideal position for the yoke pivots.
- the Design Al locates the positions for the ideal yoke pivot (312).
- the design-AI system/method can take the trajectory 7 paths and build a linear stick frame (Fig. 14 and Fig. 15) to determine the exact yoke pivot points (312) and build-length (314) for manufacturing. This provides the specification for manufacturing.
- Fig. 14 shows that the design-AI system and method creates the linear layout of the stick frame showing yoke pivot points and diameter fiducials taken from the non-linear model of the patient’s critical treatment zone. This simple layout gives the exact length and diameter of links and shows where pivots will be located.
- Fig. 15 shows how the design-AI system and method can generate the envelope stick frame. This shows the envelope for which the link diameters and lengths follow. From this, an assembly can be automatically generated, followed by drawings and flat patterns for the laser cutting of the links.
- Fig. 16 shows a short section of the articulated surgical device, with the approximate lengths, diameters, and pivot points scaled roughly as shown in Fig. 14 and Fig. 15.
- the design-AI builds the actual device assembly made from the selectable yokes and a selection of hypo-tube diameters.
- the link diameters can be chosen from standard or custom hypo-tube, using a look up table or other method.
- the length of the links can be variable, and each link can be serialized by the laser before dropping from the tube in the final cut, allowing each link to be directed to a particular assembly and patient. Therefore, the final inspection can be carried out by a visual robotic scanner, as desired.
- the catheter is built up with an appropriate effector distal tip (based on therapy), the steering cables (112) are threaded through the yokes and the far proximal link is attached another tube section with suitable ty pe of mobility or flexibility.
- the entire catheter is then encased in a biocompatible polymeric sheath (132) that allows for stretch and flexibility along with creating a smooth transitioning surface.
- This entire tube assembly is then connected to a drive cartridge (134) were the steering cables (1 12) from the link/yoke and potentially other more proximal independently steerable portions are fastened to the actuator spools or linear drives.
- This cartridge can be snapped into the articulated surgical device, forming a type of robot catheter where the cables (112) are activated based on input from a doctor or an autonomous Al controller.
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- Heart & Thoracic Surgery (AREA)
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP24775362.7A EP4673080A1 (en) | 2023-03-19 | 2024-03-07 | Biometrically scalable ai designed articulated catheter device |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US18/186,176 | 2023-03-19 | ||
| US18/186,176 US11925427B2 (en) | 2018-02-19 | 2023-03-19 | Biometrically scalable AI designed articulated catheter device |
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| WO2024196591A1 true WO2024196591A1 (en) | 2024-09-26 |
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| PCT/US2024/018958 Ceased WO2024196591A1 (en) | 2023-03-19 | 2024-03-07 | Biometrically scalable ai designed articulated catheter device |
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| EP (1) | EP4673080A1 (en) |
| WO (1) | WO2024196591A1 (en) |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020019660A1 (en) * | 1998-09-05 | 2002-02-14 | Marc Gianotti | Methods and apparatus for a curved stent |
| US20150265849A1 (en) * | 2012-11-05 | 2015-09-24 | Nucletron Operations B.V. | Medical applicator and methods of making |
| US20170095922A1 (en) * | 2015-10-05 | 2017-04-06 | James Michael LICHT | Medical devices having smoothly articulating multi-cluster joints |
-
2024
- 2024-03-07 WO PCT/US2024/018958 patent/WO2024196591A1/en not_active Ceased
- 2024-03-07 EP EP24775362.7A patent/EP4673080A1/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20020019660A1 (en) * | 1998-09-05 | 2002-02-14 | Marc Gianotti | Methods and apparatus for a curved stent |
| US20150265849A1 (en) * | 2012-11-05 | 2015-09-24 | Nucletron Operations B.V. | Medical applicator and methods of making |
| US20170095922A1 (en) * | 2015-10-05 | 2017-04-06 | James Michael LICHT | Medical devices having smoothly articulating multi-cluster joints |
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| EP4673080A1 (en) | 2026-01-07 |
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