AI-CT medical image multi-organ and multi-disease integrated identification model

Abstract

The invention discloses an AI-CT medical image multi-organ and multi-disease integrated identification model, and relates to the CT medical technical field, the AI-CT medical image multi-organ and multi-disease integrated identification model comprises a CT machine, the front side of the CT machine is provided with an adjusting mechanism, the top of the adjusting mechanism is provided with a supporting mechanism, the back side of the surface of the supporting mechanism is provided with a shielding mechanism, and the shielding mechanism is provided with a shielding mechanism. According to the AI-CT medical image multi-organ and multi-disease integrated identification model, the shielding mechanism is arranged, the connecting plate is held to rotate, the connecting plate rotates to drive the movable plate to rotate on the surface of the supporting shaft, the connecting plate is rotated to the top of the supporting seat, and then under the action of gravity, the movable plate is driven to rotate on the surface of the supporting seat. The connecting plate moves downwards in the movable plate until the bottom of the connecting plate is stably attached to the head of the patient, the brightness of light irradiated to the eyes of the patient can be reduced, the comfort when the connecting plate makes contact with the face of the patient is improved through the arrangement of a protective pad, and therefore the tension and anxiety mood of the patient is reduced.

Description

Technical Field

[0001] The present invention relates to the field of CT medical technology, and in particular to an integrated recognition model of multiple organs and multiple diseases in AI-CT medical images. Background Art

[0002] CT, or computer tomography, is a medical imaging technology that uses X-ray beams to perform layered scans of the human body and uses computer processing to produce detailed images of the body's internal structure. CT scanning is widely used in the diagnosis of various diseases due to its fast and clear imaging capabilities. At the same time, with the increase in demand, the number of organs that can be examined by CT is gradually increasing, and according to demand, the corresponding AI recognition model will be selected for assistance, thereby training the AI ​​recognition model during long-term use and gradually improving the efficiency of CT use.

[0003] However, during the CT scan process, it may be unfamiliar and unknown to many patients, so they are prone to tension and anxiety. At this time, if the light in the external environment is too bright or too dark, it is easy to accelerate the tension and anxiety, which may affect the patient's cooperation and the accuracy of the scan.

[0004] To this end, we propose an integrated AI-CT medical image recognition model for multiple organs and multiple diseases. Summary of the invention

[0005] The purpose of the present invention is to provide an integrated recognition model for multiple organs and multiple diseases in AI-CT medical images to solve the problems raised in the above-mentioned background technology.

[0006] To achieve the above-mentioned object, the present invention provides the following technical solution: an integrated AI-CT medical image multi-organ multi-disease recognition model, comprising a CT machine, an adjustment mechanism is installed on the front side of the CT machine, a support mechanism is installed on the top of the adjustment mechanism, and a shielding mechanism is installed on the back side of the support mechanism surface;

[0007] The shielding mechanism includes a movable plate and a shading plate for adjusting the brightness of light and a protective pad for improving the facial comfort of the patient;

[0008] The support mechanism comprises a support seat and a bed board used for improving the comfort of the patient when lying flat, and a heating plate used for preventing the surface temperature of the bed board from being too low to cause irritation to the patient's skin.

[0009] Preferably, one side of the movable plate is movably connected to the surface of the support seat, the bottom of the inner cavity of the movable plate is movably connected to a support shaft, one side of the support shaft is fixedly connected to the surface of the support seat, the inner cavity of the movable plate is movably connected to a connecting plate, the inner cavity of the connecting plate is provided with an observation port, the inner cavity of the observation port is fixedly connected to the surface of the shading plate, and the bottom of the connecting plate is fixedly connected to the surface of the protective pad.

[0010] Preferably, limiting grooves are provided on both sides of the inner cavity of the movable plate, the inner cavity of the limiting groove is movably connected to the limiting plate, and one side of the limiting plate is fixedly connected to the surface of the connecting plate.

[0011] Preferably, one side of the movable plate is movably connected to a limiting ring, and an inner cavity of the limiting ring is fixedly connected to the surface of the supporting shaft.

[0012] Preferably, the top of the support seat is movably connected to a support bed, the inner cavity of the support bed is fixedly connected to the surface of the bed board, a mounting groove is provided at the bottom of the inner cavity of the support bed, the inner cavity of the mounting groove is fixedly connected to the surface of the heating plate, the heating plate is located at the bottom of the bed board, and the front side of the inner cavity of the mounting groove is connected to a connecting groove.

[0013] Preferably, a baffle is fixedly connected to the back side of the support seat, fixing rods are fixedly connected to both sides of the front side of the baffle, fixing grooves are opened on both sides of the back side of the inner cavity of the support bed, the inner cavity of the fixing grooves is plugged into the surface of the fixing rod, and the back side of the support bed is in contact with the front side of the baffle.

[0014] Preferably, a guide groove is provided at the top of the inner cavity of the support seat, the inner cavity of the guide groove is movably connected with a guide plate, the top of the guide plate is fixedly connected to the bottom of the support bed, and the back side of the guide plate is in contact with the surface of the baffle.

[0015] Preferably, the adjustment mechanism includes a base, which is located on the front side of the CT machine, the top of the base is movably connected to a telescopic seat, the top of the telescopic seat is fixedly connected to the bottom of the support seat, the front side of the base is fixedly connected to a motor, the output end of the motor is fixedly connected to a screw, the surface of the screw is threadedly connected to an adjustment plate, and the top of the adjustment plate is fixedly connected to the bottom of the telescopic seat.

[0016] Preferably, an adjustment groove is provided at the top of the inner cavity of the base, the inner cavity of the adjustment groove is movably connected to the surface of the adjustment plate, positioning grooves are provided on both sides of the inner cavity of the adjustment groove, the inner cavity of the positioning groove is movably connected to the positioning plate, and one side of the positioning plate is fixedly connected to the surface of the adjustment plate.

[0017] Preferably, a cylinder is fixedly connected to the bottom of the inner cavity of the telescopic seat, a push plate is fixedly connected to the output end of the cylinder, and the top of the push plate is fixedly connected to the top of the inner cavity of the telescopic seat.

[0018] Compared with the prior art, the present invention has the following beneficial effects:

[0019] 1. The present invention sets a shielding mechanism, and by holding the connecting plate and rotating it, the connecting plate drives the movable plate to rotate on the surface of the supporting shaft, and the connecting plate is rotated to the top of the supporting seat. Then, under the action of gravity, the connecting plate moves downward inside the movable plate until the bottom of the connecting plate is stably attached to the patient's head, thereby reducing the brightness of light irradiating the patient's eyes, and by setting a protective pad, the comfort of the connecting plate when in contact with the patient's face is improved, thereby reducing the patient's tension and anxiety.

[0020] 2. The present invention provides a supporting mechanism. Before the patient uses the bed, the bed board is heated by a heating plate to keep the bed board at room temperature, thereby preventing the patient's skin from being irritated by the low bed board temperature, thereby increasing the patient's tension and anxiety. At the same time, the bed board is used to improve the patient's comfort when lying flat, thereby preventing the patient from moving the body multiple times due to discomfort while lying flat, thereby reducing the accuracy of CT scanning.

[0021] 3. The present invention provides an adjustment mechanism. Through the setting of the motor, the lead screw can be driven to rotate, and the rotation of the lead screw can drive the adjustment plate to move, so that the movement of the adjustment plate can drive the patient lying on the top of the bed board to enter the interior of the CT machine for scanning, and through the setting of the cylinder, the height of the telescopic seat can be adjusted, so that the position of the bed board can be adjusted, so that the patient can easily get on and off the top of the bed board. BRIEF DESCRIPTION OF THE DRAWINGS

[0022] Figure 1 It is a schematic diagram of the overall structure of the present invention;

[0023] Figure 2 It is a structural schematic diagram of the positioning plate of the present invention;

[0024] Figure 3 is a cross-sectional view of the movable plate of the present invention;

[0025] Figure 4 It is a structural schematic diagram of the support base of the present invention;

[0026] Figure 5 is a cross-sectional view of the support bed of the present invention;

[0027] Figure 6 It is a structural schematic diagram of the base of the present invention;

[0028] Figure 7It is a structural schematic diagram of the adjustment plate of the present invention.

[0029] In the figure: 1. CT machine; 2. shielding mechanism; 201. connecting plate; 202. shading plate; 203. observation port; 204. supporting shaft; 205. protective pad; 206. limiting ring; 207. movable plate; 208. limiting groove; 209. limiting plate; 3. supporting mechanism; 301. supporting seat; 302. fixing rod; 303. baffle; 304. supporting bed; 305. bed board; 306. connecting groove; 307. guide plate; 308. guide groove; 309. heating plate; 310. mounting groove; 311. fixing groove; 4. adjusting mechanism; 401. base; 402. adjusting groove; 403. positioning groove; 404. telescopic seat; 405. push plate; 406. cylinder; 407. motor; 408. positioning plate; 409. adjusting plate; 410. screw rod. DETAILED DESCRIPTION

[0030] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0031] Embodiment 1

[0032] See also Figure 1-3 The present invention provides a technical solution: an integrated AI-CT medical image recognition model for multiple organs and multiple diseases. The present invention makes corresponding improvements to the technical problems mentioned in the background technology, including a CT machine 1, an adjustment mechanism 4 is installed on the front side of the CT machine 1, a support mechanism 3 is installed on the top of the adjustment mechanism 4, and a shielding mechanism 2 is installed on the back side of the surface of the support mechanism 3;

[0033] The shielding mechanism 2 includes a movable plate 207 and a shading plate 202 for adjusting the brightness of light, and a protective pad 205 for improving the facial comfort of the patient.

[0034] See also Figure 2 and Figure 3One side of the movable plate 207 is movably connected to the surface of the support seat 301, and the bottom of the inner cavity of the movable plate 207 is movably connected with a support shaft 204, and one side of the support shaft 204 is fixedly connected to the surface of the support seat 301. The inner cavity of the movable plate 207 is movably connected with a connecting plate 201, and an observation port 203 is provided in the inner cavity of the connecting plate 201. The inner cavity of the observation port 203 is fixedly connected to the surface of the shading plate 202, and the bottom of the connecting plate 201 is fixedly connected to the surface of the protective pad 205. The position of the movable plate 207 is supported by the setting of the support shaft 204, so that the movable plate 207 can rotate around the surface of the support shaft 204. At the same time, the rotation of the movable plate 207 can drive the connecting plate 201 to rotate, and then the position of the connecting plate 201 can be adjusted.

[0035] See also Figure 3 Limiting grooves 208 are provided on both sides of the inner cavity of the movable plate 207. The inner cavity of the limiting groove 208 is movably connected to the limiting plate 209. One side of the limiting plate 209 is fixedly connected to the surface of the connecting plate 201. Through the setting of the limiting groove 208, the limiting plate 209 can move inside the movable plate 207, thereby limiting the movement of the connecting plate 201 and preventing the connecting plate 201 from detaching from the inside of the movable plate 207 during the movement.

[0036] See also Figure 2 One side of the movable plate 207 is movably connected to a limit ring 206, and the inner cavity of the limit ring 206 is fixedly connected to the surface of the support shaft 204. Through the setting of the limit ring 206, the movable plate 207 is limited to prevent the movable plate 207 from detaching from the surface of the support shaft 204 during the rotation process, thereby causing the position of the movable plate 207 to shift, thereby affecting the normal use of the connecting plate 201.

[0037] The specific implementation of this embodiment is as follows: when the patient lies flat on the top of the bed board 305, first, by holding the connecting plate 201, the connecting plate 201 is rotated, and the connecting plate 201 is rotated to drive the movable plate 207 to rotate on the surface of the support shaft 204, and the connecting plate 201 will move inside the movable plate 207 during the rotation process. After the connecting plate 201 is rotated to the top of the support seat 301, the connecting plate 201 moves downward inside the movable plate 207 under the action of gravity until the bottom of the connecting plate 201 is stably attached to the patient's head, which can reduce the brightness of the light irradiated to the patient's eyes. In addition, since the material of the protective pad 205 is silk, the comfort of the connecting plate 201 when in contact with the patient's face can be improved, thereby reducing the patient's tension and anxiety. In the process of the connecting plate 201 moving inside the movable plate 207, it will drive the limiting plate 209 to move inside the limiting groove 208, thereby limiting the movement of the connecting plate 201 to prevent the connecting plate 201 from detaching from the inside of the movable plate 207 during the movement.

[0038] Embodiment 2

[0039] See also Figure 1-5 The present invention provides a technical solution: an integrated AI-CT medical image recognition model for multiple organs and multiple diseases. The present invention makes corresponding improvements to the technical problems mentioned in the background technology. The support mechanism 3 includes a support seat 301 and a bed board 305 for improving the comfort of the patient when lying flat, and a heating plate 309 for preventing the surface temperature of the bed board 305 from being too low to irritate the patient's skin.

[0040] See also Figure 4 and Figure 5 The top of the support seat 301 is movably connected with a support bed 304, the inner cavity of the support bed 304 is fixedly connected to the surface of the bed board 305, and a mounting groove 310 is provided at the bottom of the inner cavity of the support bed 304, the inner cavity of the mounting groove 310 is fixedly connected to the surface of the heating plate 309, the heating plate 309 is located at the bottom of the bed board 305, and the front side of the inner cavity of the mounting groove 310 is connected with a connecting groove 306. Through the setting of the mounting groove 310, the heating plate 309 is fixed, so that through the setting of the heating plate 309, the bed board 305 can be heated to prevent the bed board 305 from being too low in temperature and causing irritation to the patient's skin, thereby increasing the patient's tension and anxiety.

[0041] See also Figure 4 and Figure 5 The back side of the support seat 301 is fixedly connected with a baffle 303, and both sides of the front side of the baffle 303 are fixedly connected with fixing rods 302, and both sides of the back side of the inner cavity of the support bed 304 are provided with fixing grooves 311, and the inner cavity of the fixing groove 311 is plugged into the surface of the fixing rod 302, and the back side of the support bed 304 is fitted with the front side of the baffle 303. Through the setting of the baffle 303, the position of the support bed 304 is positioned and blocked, so that the support bed 304 can be stably used on the top of the support seat 301. At the same time, through the setting of the fixing rod 302, when its surface is plugged into the inside of the fixing groove 311, the fixing effect between the support bed 304 and the baffle 303 can be improved, thereby preventing the support bed 304 from detaching from the top of the support seat 301.

[0042] See also Figure 4 A guide groove 308 is provided at the top of the inner cavity of the support seat 301, and a guide plate 307 is movably connected to the inner cavity of the guide groove 308. The top of the guide plate 307 is fixedly connected to the bottom of the support bed 304, and the back side of the guide plate 307 is in contact with the surface of the baffle 303. Through the setting of the guide groove 308, the guide plate 307 can move inside the support seat 301, so that when the guide plate 307 moves, the movement of the support bed 304 can be guided to prevent the position of the support bed 304 from shifting during the movement.

[0043] The specific implementation of this embodiment is as follows: before the patient lies flat on the bed board 305, the bed board 305 is first heated by the heating plate 309 to keep the temperature of the bed board 305 at room temperature to prevent the patient's skin from being irritated by the low temperature of the bed board 305, thereby increasing the patient's tension and anxiety. At the same time, since the bed board 305 is made of memory foam, the comfort of the patient when lying flat can be improved, and the patient can be prevented from moving the body many times due to discomfort when lying flat, thereby reducing the accuracy of CT scanning. Finally, when the bed board 305 needs to be replaced and cleaned after being used for a certain period of time, it can be moved by pulling the support bed 304, and the movement of the support bed 304 drives the guide plate 307 to move inside the guide groove 308 to guide the movement of the support bed 304 until the fixing rod 302 is detached from the inside of the fixing groove 311, and the support bed 304 can be removed from the top of the support base 301.

[0044] Embodiment 3

[0045] See also Figure 1-7 The present invention provides a technical solution: an integrated AI-CT medical image recognition model for multiple organs and multiple diseases. The present invention makes corresponding improvements to the technical problems mentioned in the background technology. The adjustment mechanism 4 includes a base 401, and the base 401 is located on the front side of the CT machine 1. The top of the base 401 is movably connected with a telescopic seat 404, and the top of the telescopic seat 404 is fixedly connected to the bottom of the support seat 301. The front side of the base 401 is fixedly connected with a motor 407, and the output end of the motor 407 is fixedly connected with a screw rod 410. The surface of the screw rod 410 is threadedly connected with an adjustment plate 409, and the top of the adjustment plate 409 is fixedly connected to the bottom of the telescopic seat 404.

[0046] See also Figure 6 and Figure 7 An adjusting groove 402 is provided at the top of the inner cavity of the base 401, and the inner cavity of the adjusting groove 402 is movably connected to the surface of the adjusting plate 409. Positioning grooves 403 are provided on both sides of the inner cavity of the adjusting groove 402, and the inner cavity of the positioning groove 403 is movably connected to a positioning plate 408, and one side of the positioning plate 408 is fixedly connected to the surface of the adjusting plate 409. Through the setting of the positioning plate 408, the movement of the adjusting plate 409 is guided, so that the adjusting plate 409 is more stable when moving, thereby preventing the telescopic seat 404 from getting stuck during the movement.

[0047] See also Figure 6The bottom of the inner cavity of the telescopic seat 404 is fixedly connected with a cylinder 406, and the output end of the cylinder 406 is fixedly connected with a push plate 405. The top of the push plate 405 is fixedly connected to the top of the inner cavity of the telescopic seat 404. Through the setting of the cylinder 406, the push plate 405 can be pushed to move up and down, so that the height of the telescopic seat 404 can be adjusted during the movement of the push plate 405, which can facilitate the patient to get on and off the top of the bed board 305.

[0048] The specific implementation of this embodiment is as follows: when the patient needs to be moved into the interior of the CT machine 1, the motor 407 is first used to drive the screw rod 410 to rotate, and the rotation of the screw rod 410 can drive the adjustment plate 409 to move, and the movement of the adjustment plate 409 drives the telescopic seat 404 to move, and the movement of the telescopic seat 404 drives the support seat 301 to move, and the movement of the support seat 301 drives the support bed 304 to move, so that the patient lying flat on the top of the bed board 305 can be driven into the CT machine 1 through the movement of the support bed 304. The interior is scanned. When the patient needs to go to the top of the bed board 305, the cylinder 406 pushes the push plate 405 to move, and the movement of the push plate 405 drives the telescopic seat 404 to be extended and retracted to adjust the height of the telescopic seat 404, so that the position of the bed board 305 can be adjusted, so that the patient can easily get on and off the top of the bed board 305, and after the patient completes the test, the AI ​​will record the results of this scan and the adjusted position, so that the bed board 305 can be automatically adjusted after a certain period of exercise, thereby improving the use efficiency of CT.

[0049] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0050] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. An AI-CT medical image multi-organ multi-disease integrated recognition model, comprising a CT machine (1), characterized in that: The front side of the CT machine (1) is equipped with an adjustment mechanism (4), the top of the adjustment mechanism (4) is equipped with a support mechanism (3), and the back side of the surface of the support mechanism (3) is equipped with a shielding mechanism (2); The shielding mechanism (2) comprises a movable plate (207), a light shielding plate (202) for adjusting the brightness of light, and a protective pad (205) for improving the facial comfort of the patient; The support mechanism (3) comprises a support seat (301), a bed board (305) for improving the comfort of a patient lying flat, and a heating plate (309) for preventing the surface temperature of the bed board (305) from being too low and causing irritation to the patient's skin.

2. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 1 is characterized by: One side of the movable plate (207) is movably connected to the surface of the support seat (301); the bottom of the inner cavity of the movable plate (207) is movably connected to a support shaft (204); one side of the support shaft (204) is fixedly connected to the surface of the support seat (301); the inner cavity of the movable plate (207) is movably connected to a connecting plate (201); an observation port (203) is provided in the inner cavity of the connecting plate (201); the inner cavity of the observation port (203) is fixedly connected to the surface of the sunshade (202); and the bottom of the connecting plate (201) is fixedly connected to the surface of the protective pad (205).

3. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 2 is characterized by: Limiting grooves (208) are provided on both sides of the inner cavity of the movable plate (207), the inner cavity of the limiting groove (208) is movably connected to the limiting plate (209), and one side of the limiting plate (209) is fixedly connected to the surface of the connecting plate (201).

4. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 2 is characterized by: One side of the movable plate (207) is movably connected to a limit ring (206), and the inner cavity of the limit ring (206) is fixedly connected to the surface of the support shaft (204).

5. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 1 is characterized by: The top of the support seat (301) is movably connected to a support bed (304); the inner cavity of the support bed (304) is fixedly connected to the surface of a bed board (305); a mounting groove (310) is provided at the bottom of the inner cavity of the support bed (304); the inner cavity of the mounting groove (310) is fixedly connected to the surface of a heating plate (309); the heating plate (309) is located at the bottom of the bed board (305); and the front side of the inner cavity of the mounting groove (310) is connected to a connecting groove (306).

6. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 5 is characterized by: The back side of the support seat (301) is fixedly connected to a baffle (303), and both sides of the front side of the baffle (303) are fixedly connected to fixing rods (302). Both sides of the back side of the inner cavity of the support bed (304) are provided with fixing grooves (311), and the inner cavity of the fixing grooves (311) is plugged into the surface of the fixing rod (302), and the back side of the support bed (304) is in contact with the front side of the baffle (303).

7. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 1 is characterized by: A guide groove (308) is provided at the top of the inner cavity of the support seat (301), and a guide plate (307) is movably connected to the inner cavity of the guide groove (308). The top of the guide plate (307) is fixedly connected to the bottom of the support bed (304), and the back side of the guide plate (307) is in contact with the surface of the baffle (303).

8. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 1 is characterized by: The adjustment mechanism (4) comprises a base (401), the base (401) is located at the front side of the CT machine (1), the top of the base (401) is movably connected to a telescopic seat (404), the top of the telescopic seat (404) is fixedly connected to the bottom of the support seat (301), the front side of the base (401) is fixedly connected to a motor (407), the output end of the motor (407) is fixedly connected to a lead screw (410), the surface of the lead screw (410) is threadedly connected to an adjustment plate (409), and the top of the adjustment plate (409) is fixedly connected to the bottom of the telescopic seat (404).

9. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 8 is characterized by: An adjustment groove (402) is provided at the top of the inner cavity of the base (401), the inner cavity of the adjustment groove (402) is movably connected to the surface of the adjustment plate (409), positioning grooves (403) are provided on both sides of the inner cavity of the adjustment groove (402), the inner cavity of the positioning groove (403) is movably connected to a positioning plate (408), and one side of the positioning plate (408) is fixedly connected to the surface of the adjustment plate (409).

10. The AI-CT medical image multi-organ multi-disease integrated recognition model according to claim 8, characterized in that: The bottom of the inner cavity of the telescopic seat (404) is fixedly connected to a cylinder (406), the output end of the cylinder (406) is fixedly connected to a push plate (405), and the top of the push plate (405) is fixedly connected to the top of the inner cavity of the telescopic seat (404).

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