CN117153347B - Medical image processing system, method and storage medium based on big data analysis - Google Patents
Medical image processing system, method and storage medium based on big data analysis Download PDFInfo
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- 238000007405 data analysis Methods 0.000 title claims abstract description 25
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- 230000002159 abnormal effect Effects 0.000 claims abstract description 8
- 238000003672 processing method Methods 0.000 claims description 9
- 238000004891 communication Methods 0.000 claims description 6
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H30/00—ICT specially adapted for the handling or processing of medical images
- G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
Abstract
The invention relates to a medical image processing system, a method and a storage medium based on big data analysis, which belong to the technical field of electric digital data processing, and the medical image processing device further comprises a body height detection device, a movement trend detection device, a bearing position detection device, an image detection rechecking device and a risk warning device which are orderly matched to act, so that the abnormal situation of the medical image processing device with the weight of the masses during the sitting rest of the medical image processing device can be monitored in real time, and the damage of integral equipment, the loss of medical image data, even the injury of the personnel and the like are avoided; meanwhile, most detection devices can be prevented from invalid actions for a long time, and the energy consumption of the whole system is reduced; the malfunction rate of the system can be reduced.
Description
Technical Field
The invention belongs to the technical field of electric digital data processing, and particularly relates to a medical image processing system, a medical image processing method and a storage medium based on big data analysis.
Background
The medical image processing device (CN 206726104U) that uses at present, including hand touch display screen assembly, article storage box assembly and base assembly, the base assembly is installed to the bottom of hand touch display screen assembly, article storage box assembly is installed on the right side of base assembly upper surface, through increasing folding seat, this design is convenient for sit down the rest to medical image processing's in-process, the drawback of standing for a long time to medical image processing's in-process has been solved, because of increasing article storage box assembly, this design is convenient for store the instrument in the medical image processing's in-process, the difficult problem of storing of article has been solved, because add electric telescopic handle, this design is convenient for adjust the mounting height of hand touch display screen body, the drawback that hand touch display screen body height is difficult to adjust has been solved.
However, the folding seat and the adapting piece are all single and fixed, so that for a user with a large weight, the folding seat and the adapting piece can be damaged when sitting down for rest, especially when sitting down too far outside (even for a person with a moderate weight), the folding seat and the adapting piece have extremely high bearing capacity, the damage probability is higher, and the unbalance of the medical image processing device can be caused, so that the damage of the whole equipment, the medical image data loss, the injury of the person and the like can be caused; the current stage does not aim at the related monitoring and early warning scheme of the situation.
Therefore, a medical image processing system, a medical image processing method and a medical image storage medium based on big data analysis are needed to solve the problems.
Disclosure of Invention
The invention aims to provide a medical image processing system, a medical image processing method and a storage medium based on big data analysis, which are used for solving the technical problems in the prior art, wherein a folding seat and an adapter thereof are all single and fixed, and for a user with a large weight, the folding seat and the adapter thereof can be damaged when sitting down for rest, particularly when the sitting down position is too far outside, the bearing capacity of the folding seat and the adapter thereof is extremely large, the damage probability is higher, the unbalance of a medical image processing device can be caused, the damage of integral equipment, the medical image data loss, even personnel injury and the like can be caused; the current stage does not aim at the related monitoring and early warning scheme of the situation.
In order to achieve the above purpose, the technical scheme of the invention is as follows:
the medical image processing system based on big data analysis comprises a medical image processing device, and further comprises a body type height detection device, a movement trend detection device, a bearing position detection device, an image detection rechecking device, a risk warning device and a control device; the body type height detection device is used for detecting real-time body type height data of a user of the medical image processing device and judging whether the real-time body type height data accords with preset body type height data or not; the action trend detection device is used for detecting whether the action trend of sitting and folding the seat appears on the user of the medical image processing device or not; the bearing position detection device is used for detecting a real-time bearing position of the upper end of the folding seat and judging whether the real-time bearing position accords with a preset bearing position or not; the image detection rechecking device is used for collecting real-time image data of a user of the medical image processing device, analyzing a real-time bearing position of the upper end of the folding seat according to the real-time image data, and judging whether the real-time bearing position accords with a preset bearing position or not; the risk warning device is used for carrying out corresponding risk warning;
the control device controls the body type height detection device to be normally opened, and controls the action trend detection device, the bearing position detection device, the image detection rechecking device and the risk warning device to be normally closed;
when the body type height detection device judges that the real-time body type height data does not accord with the preset body type height data, the control device controls the action trend detection device to be started;
when the action trend detection device detects that the action trend of sitting and folding the seat appears in the user of the medical image processing device, the control device controls the bearing position detection device to be started;
when the bearing position detection device judges that the real-time bearing position accords with a preset bearing position, the control device controls the image detection rechecking device to be started;
when the image detection rechecking device still judges that the real-time bearing position accords with the preset bearing position, the control device controls the risk warning device to be started.
Further, the device also comprises a sitting posture identification and judgment device and a data backup protection device, wherein the control device is respectively connected with the sitting posture identification and judgment device and the data backup protection device;
the sitting posture identification and judgment device is used for identifying and judging whether the sitting posture of a user of the medical image processing device increases the bearing of the preset bearing position or not;
the data backup protection device is used for carrying out emergency backup on various data in the medical image processing device and powering off the medical image processing device.
Further, the control device controls the sitting posture identification judging device and the data backup protecting device to be normally closed;
when the image detection rechecking device still judges that the real-time bearing position accords with a preset bearing position, the control device controls the sitting posture identification judging device to be started;
when the sitting posture identification and judgment device identifies and judges that the sitting posture of the user of the medical image processing device can increase the bearing of the preset bearing position, the control device controls the data backup protection device to be started.
Further, the device also comprises a weightlessness inclination detection device, and the control device is connected with the weightlessness inclination detection device;
the weightlessness inclination detection device is used for detecting whether the medical image processing device generates an inclination weightlessness phenomenon or not.
Further, the control device controls the weightlessness inclination detection device to be normally closed;
when the sitting posture identification and judgment device identifies and judges that the sitting posture of a user of the medical image processing device can increase the bearing of the preset bearing position, the control device controls the weightlessness inclination detection device to be started;
when the weightlessness inclination detection device detects that the medical image processing device has an inclination weightlessness phenomenon, the control device controls the data backup protection device to be started.
The system further comprises a personnel falling detection device, a falling duration recording device and an emergency call device, wherein the control device is respectively connected with the personnel falling detection device, the falling duration recording device and the emergency call device;
the personnel falling detection device is used for detecting whether the situation of falling of the user occurs or not;
the falling duration recording device is used for recording whether the duration of the falling state of the user after falling is abnormal or not;
the emergency call device is used for sending an emergency call to medical staff.
Further, the control device controls the personnel falling detection device, the falling duration recording device and the emergency call device to be normally closed;
when the weightlessness inclination detection device detects that the medical image processing device has an inclination weightlessness phenomenon, the control device controls the personnel falling detection device to be started;
when the personnel falling detection device detects that the situation of falling of the personnel is used, the control device controls the falling duration recording device to be started;
when the falling duration recording device records that the falling duration of the falling state of the user is abnormal, the control device controls the emergency call device.
Further, the mobile terminal comprises a wireless communication device and a mobile terminal, and the control device is connected with the mobile terminal through the wireless communication device in a network mode.
The medical image processing method based on the big data analysis adopts the medical image processing system based on the big data analysis to monitor abnormality during medical image processing.
A storage medium having stored thereon a computer program which, when executed, performs a medical image processing method based on big data analysis as described above.
Compared with the prior art, the invention has the following beneficial effects:
one of the beneficial effects of this scheme lies in, through medical image processing device, still include body type height detection device, action trend detection device, bearing position detection device, image detection recheck device, risk warning device between orderly cooperation action, can carry out real-time supervision to the unusual condition of masses 'weight's medical image processing device user personnel in medical image processing sitting rest period, avoid causing damage, medical image data loss, even personnel injury etc. of whole equipment.
Drawings
Fig. 1 is a schematic diagram of a system structure of an embodiment 1 of the present invention.
Fig. 2 is a schematic diagram of the system operation principle of example 1 according to the embodiment.
Fig. 3 is a schematic diagram of the system operation principle of example 2 according to the embodiment.
Detailed Description
For the purpose of making the technical solution and advantages of the present invention more apparent, the present invention will be described in further detail with reference to the accompanying drawings and examples. It should be understood that the particular embodiments described herein are illustrative only and are not intended to limit the invention, i.e., the embodiments described are merely some, but not all, of the embodiments of the invention. The components of the embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the invention, as presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be made by a person skilled in the art without making any inventive effort, are intended to be within the scope of the present invention. It is noted that relational terms such as "first" and "second", and the like, are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions.
Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article or apparatus that comprises the element.
Example 1: as shown in fig. 1, a medical image processing system based on big data analysis is provided, which comprises a medical image processing device, a body type height detection device, a movement trend detection device, a bearing position detection device, an image detection rechecking device, a risk warning device and a control device;
the body type height detection device is used for detecting real-time body type height data of a user of the medical image processing device and judging whether the real-time body type height data accords with preset body type height data or not; the real-time body type height data comprises real-time body type data and real-time height data, the preset body type height data is preset body type data and preset height data of a large-weight person, the real-time body type data and the real-time height data are respectively compared and analyzed with the preset body type data and the preset height data, and whether the weight of the user is large or not can be judged.
The action trend detection device is used for detecting whether the action trend of sitting and folding the seat appears on the user of the medical image processing device or not; the action trend detection device can track and identify the behaviors of the user in real time by adopting a binocular camera.
The bearing position detection device is used for detecting a real-time bearing position of the upper end of the folding seat and judging whether the real-time bearing position accords with a preset bearing position or not; the preset bearing position is a region of the folding seat far away from the bolt and is recorded as a target region, and the bearing position detection device can adopt a pressure sensor matrix which is distributed in the target region.
The image detection rechecking device is used for collecting real-time image data of a user of the medical image processing device, analyzing a real-time bearing position of the upper end of the folding seat according to the real-time image data, and judging whether the real-time bearing position accords with a preset bearing position or not;
the risk warning device is used for carrying out corresponding risk warning;
as shown in fig. 2, the control device controls the body type height detection device to be normally opened, and controls the action trend detection device, the bearing position detection device, the image detection rechecking device and the risk warning device to be normally closed;
when the body type height detection device judges that the real-time body type height data does not accord with the preset body type height data, the control device controls the action trend detection device to be started; the person using the large body weight can be excluded.
When the action trend detection device detects that the action trend of sitting and folding the seat appears in the user of the medical image processing device, the control device controls the bearing position detection device to be started;
when the bearing position detection device judges that the real-time bearing position accords with a preset bearing position, the control device controls the image detection rechecking device to be started; considering that the pressure sensor matrix has more pressure time, the situation of faults possibly exists; therefore, the image detection rechecking device is designed to recheck the link, so that the reliability of the detection result is improved.
When the image detection rechecking device still judges that the real-time bearing position accords with the preset bearing position, the control device controls the risk warning device to be started.
According to the scheme, through the medical image processing device, the device further comprises a body type height detection device, a movement trend detection device, a bearing position detection device, an image detection rechecking device and a risk warning device, the device can monitor abnormal conditions of people in the sitting rest period of medical image processing by the medical image processing device with mass of the masses in real time, and damage to integral equipment, medical image data loss, personnel injury and the like are avoided; meanwhile, most detection devices can be prevented from invalid actions for a long time, and the energy consumption of the whole system is reduced; the malfunction rate of the system can be reduced.
Example 2: in this embodiment, the sitting posture recognition and judgment device and the data backup protection device are further included, and the control device is respectively connected with the sitting posture recognition and judgment device and the data backup protection device;
the sitting posture identification and judgment device is used for identifying and judging whether the sitting posture of a user of the medical image processing device increases the bearing of the preset bearing position or not;
the data backup protection device is used for carrying out emergency backup on various data in the medical image processing device and powering off the medical image processing device.
Further, as shown in fig. 3, the control device controls the sitting posture recognition judging device and the data backup protecting device to be normally closed;
when the image detection rechecking device still judges that the real-time bearing position accords with a preset bearing position, the control device controls the sitting posture identification judging device to be started;
when the sitting posture identification and judgment device identifies and judges that the sitting posture of the user of the medical image processing device can increase the bearing of the preset bearing position, the control device controls the data backup protection device to be started.
In the above-mentioned scheme, considering that the user sits in the preset bearing position, if most of the weight of the whole body is balanced in the preset bearing position (for example, the user sits in the preset bearing position while sitting on the feet), the medical image processing device is likely to topple over. Therefore, a matching scheme of the sitting posture identification judging device and the data backup protecting device is designed to carry out backup protection on medical image data and the like processed by the medical image processing device in normal operation.
Further, the device also comprises a weightlessness inclination detection device, and the control device is connected with the weightlessness inclination detection device;
the weightlessness inclination detection device is used for detecting whether the medical image processing device generates an inclination weightlessness phenomenon or not.
Further, the control device controls the weightlessness inclination detection device to be normally closed;
when the sitting posture identification and judgment device identifies and judges that the sitting posture of a user of the medical image processing device can increase the bearing of the preset bearing position, the control device controls the weightlessness inclination detection device to be started;
when the weightlessness inclination detection device detects that the medical image processing device has an inclination weightlessness phenomenon, the control device controls the data backup protection device to be started.
The system further comprises a personnel falling detection device, a falling duration recording device and an emergency call device, wherein the control device is respectively connected with the personnel falling detection device, the falling duration recording device and the emergency call device;
the personnel falling detection device is used for detecting whether the situation of falling of the user occurs or not;
the falling duration recording device is used for recording whether the duration of the falling state of the user after falling is abnormal or not;
the emergency call device is used for sending an emergency call to medical staff.
Further, the control device controls the personnel falling detection device, the falling duration recording device and the emergency call device to be normally closed;
when the weightlessness inclination detection device detects that the medical image processing device has an inclination weightlessness phenomenon, the control device controls the personnel falling detection device to be started;
when the personnel falling detection device detects that the situation of falling of the personnel is used, the control device controls the falling duration recording device to be started;
when the falling duration recording device records that the falling duration of the falling state of the user is abnormal, the control device controls the emergency call device.
In the above scheme, considering the situation that the medical image processing device is lost in weight and falls down to possibly cause injury to users, if the injured people cannot stand by themselves, the injury degree is possibly increased; therefore, the designer overcomes the defects by adopting the matching scheme of the falling detection device, the falling duration recording device and the emergency call device.
Further, the remote data transmission system also comprises a wireless communication device and a mobile terminal, wherein the control device is connected with the mobile terminal through the wireless communication device in a network manner, so that remote data transmission is realized.
The medical image processing method based on the big data analysis adopts the medical image processing system based on the big data analysis to monitor abnormality during medical image processing.
A storage medium having stored thereon a computer program which, when executed, performs a medical image processing method based on big data analysis as described above.
The above is a preferred embodiment of the present invention, and all changes made according to the technical solution of the present invention belong to the protection scope of the present invention when the generated functional effects do not exceed the scope of the technical solution of the present invention.
Claims (10)
1. The medical image processing system based on big data analysis comprises a medical image processing device and is characterized by further comprising a body type height detection device, a movement trend detection device, a bearing position detection device, an image detection rechecking device, a risk warning device and a control device; the body type height detection device is used for detecting real-time body type height data of a user of the medical image processing device and judging whether the real-time body type height data accords with preset body type height data or not; the action trend detection device is used for detecting whether the action trend of sitting and folding the seat appears on the user of the medical image processing device or not; the bearing position detection device is used for detecting a real-time bearing position of the upper end of the folding seat and judging whether the real-time bearing position accords with a preset bearing position or not; the image detection rechecking device is used for collecting real-time image data of a user of the medical image processing device, analyzing a real-time bearing position of the upper end of the folding seat according to the real-time image data, and judging whether the real-time bearing position accords with a preset bearing position or not; the risk warning device is used for carrying out corresponding risk warning;
the control device controls the body type height detection device to be normally opened, and controls the action trend detection device, the bearing position detection device, the image detection rechecking device and the risk warning device to be normally closed;
when the body type height detection device judges that the real-time body type height data does not accord with the preset body type height data, the control device controls the action trend detection device to be started;
when the action trend detection device detects that the action trend of sitting and folding the seat appears in the user of the medical image processing device, the control device controls the bearing position detection device to be started;
when the bearing position detection device judges that the real-time bearing position accords with a preset bearing position, the control device controls the image detection rechecking device to be started;
when the image detection rechecking device still judges that the real-time bearing position accords with the preset bearing position, the control device controls the risk warning device to be started.
2. The medical image processing system based on big data analysis according to claim 1, further comprising a sitting posture identification and judgment device and a data backup protection device, wherein the control device is respectively connected with the sitting posture identification and judgment device and the data backup protection device;
the sitting posture identification and judgment device is used for identifying and judging whether the sitting posture of a user of the medical image processing device increases the bearing of the preset bearing position or not;
the data backup protection device is used for carrying out emergency backup on various data in the medical image processing device and powering off the medical image processing device.
3. The medical image processing system based on big data analysis according to claim 2, wherein the control device controls the sitting posture recognition judging device and the data backup protecting device to be normally closed;
when the image detection rechecking device still judges that the real-time bearing position accords with a preset bearing position, the control device controls the sitting posture identification judging device to be started;
when the sitting posture identification and judgment device identifies and judges that the sitting posture of the user of the medical image processing device can increase the bearing of the preset bearing position, the control device controls the data backup protection device to be started.
4. The medical image processing system based on big data analysis according to claim 3, further comprising a weightless tilt detection device, wherein the control device is connected with the weightless tilt detection device;
the weightlessness inclination detection device is used for detecting whether the medical image processing device generates an inclination weightlessness phenomenon or not.
5. The medical image processing system based on big data analysis of claim 4, wherein the control device controls the weightless inclination detection device to be normally closed;
when the sitting posture identification and judgment device identifies and judges that the sitting posture of a user of the medical image processing device can increase the bearing of the preset bearing position, the control device controls the weightlessness inclination detection device to be started;
when the weightlessness inclination detection device detects that the medical image processing device has an inclination weightlessness phenomenon, the control device controls the data backup protection device to be started.
6. The medical image processing system based on big data analysis according to claim 5, further comprising a personnel fall detection device, a falling time recording device and an emergency call device, wherein the control device is respectively connected with the personnel fall detection device, the falling time recording device and the emergency call device;
the personnel falling detection device is used for detecting whether the situation of falling of the user occurs or not;
the falling duration recording device is used for recording whether the duration of the falling state of the user after falling is abnormal or not;
the emergency call device is used for sending an emergency call to medical staff.
7. The medical image processing system based on big data analysis according to claim 6, wherein the control device controls the personnel fall detection device, the falling duration recording device and the emergency call device to be normally closed;
when the weightlessness inclination detection device detects that the medical image processing device has an inclination weightlessness phenomenon, the control device controls the personnel falling detection device to be started;
when the personnel falling detection device detects that the situation of falling of the personnel is used, the control device controls the falling duration recording device to be started;
when the falling duration recording device records that the falling duration of the falling state of the user is abnormal, the control device controls the emergency call device.
8. The medical image processing system based on big data analysis of claim 1, further comprising a wireless communication device and a mobile terminal, wherein the control device is connected to the mobile terminal through the wireless communication device.
9. A medical image processing method based on big data analysis, characterized in that the abnormality monitoring at the time of medical image processing is performed by using the medical image processing system based on big data analysis according to any one of claims 1 to 8.
10. A storage medium having stored thereon a computer program which, when executed, performs the medical image processing method based on big data analysis according to claim 9.
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| 医学影像质量控制及保证检测设备综述;刘海宽 等;《中国医学物理学杂志》;第22卷(第3期);第525-527页 * |
| 基于步态特征的重力支撑型行走助力机器人研究;杨旭光;《中国优秀硕士学位论文全文数据库 医药卫生科技辑》(第2期);第E060-2131页 * |
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