Chronic wound rehabilitation management method and related equipment

Abstract

The invention discloses a chronic wound rehabilitation management method and related equipment. The method comprises the following steps: receiving wound starting record information of a patient uploaded by a medical care terminal, wherein the wound starting record information comprises wound position, size, depth and healing degree; querying a doctor-seeing record of the patient, and extracting wound association information of the patient associated with wound healing; and evaluating a future healing time stage of the wound based on the wound associated information to generate a wound care plan. The problems that most chronic wound treatment still depends on a paper record or a non-integrated information system, so that the workload of medical staff is increased, and the treatment efficiency and the service quality are reduced can be solved.

Description

Technical Field

[0001] The embodiments of the present application relate to the field of smart medical care, and more specifically, the present invention relates to a chronic wound rehabilitation management method and related equipment. Background Art

[0002] Chronic wound treatment is a complex and long-term process that requires a personalized treatment plan based on the specific conditions of the wound. In this process, effective information management is essential to ensure that patients receive the best treatment results. Currently, most chronic wound treatments still rely on paper records or non-integrated information systems, which not only increases the workload of medical staff, but also reduces treatment efficiency and service quality. Summary of the invention

[0003] A series of simplified concepts are introduced in the Summary of the Invention, which will be further described in detail in the Detailed Description of the Invention. The Summary of the Invention does not mean to attempt to define the key features and essential technical features of the claimed technical solution, nor does it mean to attempt to determine the scope of protection of the claimed technical solution.

[0004] In order to solve the problem that most chronic wound treatments still rely on paper records or non-integrated information systems, which not only increases the workload of medical staff, but also reduces treatment efficiency and service quality, in a first aspect, the present invention proposes a chronic wound rehabilitation management method, the method comprising:

[0005] include:

[0006] Receive the patient's wound initial record information uploaded by the medical terminal, and the wound initial record information includes the wound location, size, depth and healing degree;

[0007] Querying the patient's medical records and extracting wound-related information of the patient associated with wound healing;

[0008] A future healing time stage of the wound is estimated based on the wound-related information to generate a wound care plan.

[0009] Optionally, also include:

[0010] A modification request for the wound care plan is received from a medical care terminal associated with the patient, wherein the modification request includes wound care steps and / or wound care frequency.

[0011] Optionally, the wound initial record information further includes wound image information, and the method further includes:

[0012] Receiving wound image information uploaded by the medical care terminal associated with the patient during each nursing session;

[0013] The wound image information associated with the patient is analyzed in combination with the time node at which each wound image information is uploaded to evaluate the progress of wound healing.

[0014] Optionally, also include:

[0015] Analyze the wound image information associated with the patient in combination with the time node of each wound image information upload, generate wound state evolution supplementary frame pictures, and produce a wound state change video;

[0016] The wound status change video is sent to the patient end and the medical care end associated with the patient.

[0017] Optionally, also include:

[0018] receiving a medical consultation appointment request from a patient, wherein the medical consultation appointment request includes a medical consultation time, and the medical consultation time is within an optional time interval, and the optional time interval is generated based on the wound care plan;

[0019] A reminder message is sent to the patient before the consultation time arrives.

[0020] Optionally, also include:

[0021] generating future healing assessment supplemental questions based on the extracted wound-related information of the patient associated with wound healing;

[0022] receiving wound-related feedback from the patient based on the future healing assessment supplemental questions;

[0023] estimating a future healing time stage of the wound based on the wound-related feedback information to generate a wound care plan;

[0024] Receiving home wound image information uploaded by the patient during the wound care interval;

[0025] Based on the home wound image information, the wound initial record information and the wound association information, corresponding home wound care education resources are matched in a health education resource library.

[0026] Optionally, the wound image information is wound image information collected when the patient's wound is in a reference background of a specific size and color, and the method further includes:

[0027] Before bandaging the patient, determining the size and position of the wound and the contour information of the limb to be bandaged based on the wound image information and the reference background image information;

[0028] Generate a recommended bandaging scheme based on the size and location of the wound and the contour information of the limb to be bandaged and fixed, wherein the recommended bandaging scheme includes the type of medical consumables, the size of the medical consumables and the bandaging method;

[0029] Medical consumables are automatically cut according to the recommended bandaging scheme.

[0030] In a second aspect, the present invention further provides a chronic wound rehabilitation management device, comprising:

[0031] A receiving unit, used to receive the wound initial record information of the patient uploaded by the medical terminal, wherein the wound initial record information includes the wound location, size, depth and healing degree;

[0032] an extraction unit, configured to query the patient's medical records and extract wound-related information of the patient associated with wound healing;

[0033] An evaluation unit is used to evaluate the future healing time stage of the wound based on the wound-related information to generate a wound care plan.

[0034] In a third aspect, an electronic device comprises: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor is used to implement the steps of the chronic wound rehabilitation management method of any one of the first aspects described above when executing the computer program stored in the memory.

[0035] In a fourth aspect, the present invention further proposes a computer-readable storage medium having a computer program stored thereon, and when the computer program is executed by a processor, the chronic wound rehabilitation management method of any one of the above items in the first aspect is implemented.

[0036] In summary, the chronic wound rehabilitation management method proposed in this application receives the patient's wound initial record information uploaded by the medical side, and the wound revelation record information includes the wound location, size, depth and degree of healing; queries the patient's medical records, and extracts the patient's wound-related information associated with wound healing; evaluates the future healing time stage of the wound based on the wound-related information to generate a wound care plan. Thus, through the standardization and systematization of information uploading, the workload of medical staff is reduced, and the speed and accuracy of information entry are improved. The ability to integrate historical data with current information enables medical staff to improve the accuracy of treatment based on comprehensive clinical data when formulating treatment plans. Through accurate prediction of healing time and personalized nursing plan design, it can effectively improve patient satisfaction and healing rate, and reduce the occurrence of complications.

[0037] The chronic wound rehabilitation management method of the present invention, and other advantages, objectives and features of the present invention will be reflected in part through the following description, and in part will be understood by those skilled in the art through research and practice of the present invention. BRIEF DESCRIPTION OF THE DRAWINGS

[0038] Various other advantages and benefits will become apparent to those of ordinary skill in the art by reading the detailed description of the preferred embodiments below. The accompanying drawings are only for the purpose of illustrating the preferred embodiments and are not to be considered as limiting the present specification. Also, the same reference symbols are used throughout the accompanying drawings to represent the same components. In the accompanying drawings:

[0039] Figure 1 A schematic diagram of a chronic wound rehabilitation management method provided in an embodiment of the present application;

[0040] Figure 2 A schematic diagram of the structure of a chronic wound rehabilitation management device provided in an embodiment of the present application;

[0041] Figure 3 A schematic diagram of the structure of an electronic device for chronic wound rehabilitation management provided in an embodiment of the present application. DETAILED DESCRIPTION

[0042] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments described herein can be implemented in an order other than that illustrated or described herein. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices. The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, rather than all of the embodiments.

[0043] To address the problem that most chronic wound treatments still rely on paper records or non-integrated information systems, which not only increases the workload of medical staff but also reduces treatment efficiency and service quality, please refer to Figure 1 , is a flow chart of a chronic wound rehabilitation management method provided in an embodiment of the present application, which may specifically include: steps S110 to S130.

[0044] S110, receiving the patient's wound initial record information uploaded by the medical terminal, wherein the wound initial record information includes the wound location, size, depth and healing degree.

[0045] S120, querying the patient's medical records, and extracting the patient's wound-related information associated with wound healing.

[0046] S130, evaluating the future healing time stage of the wound based on the wound-related information to generate a wound care plan.

[0047] It is understandable that the wound information of the patient is uploaded through the medical end to establish a basic database of the patient's wound, including the location, size, depth and degree of healing of the wound. The patient's medical records and wound information are integrated, and historical data related to wound healing are extracted to form a comprehensive wound management database. Using the existing wound data, the wound healing process is evaluated and the future healing time stage is predicted. This step may involve machine learning algorithms to more accurately predict the time for wound healing. Based on the evaluation results, a personalized wound care plan is formulated to ensure that patients can receive targeted and effective treatment.

[0048] Exemplarily, medical staff enter the basic information of the patient's wound through a mobile or computer system (for example, the wound location can be marked by a coordinate system). The healing status of the wound is updated regularly. The system automatically queries the patient's medical records, including previous wound treatment plans, drug use, and the patient's overall health status. Through data mining technology, information related to wound healing is extracted, such as previous healing time, patient response to treatment, etc. Statistical models or machine learning algorithms are applied to analyze historical data of wounds to predict healing time. For example, a regression model can be used to predict the time required for healing based on the initial state of the wound (size, depth, etc.) and previous healing data. For similar wound types, cluster analysis can be performed to find patients with similar healing trends to assist in judgment. Based on the evaluation results, a personalized care plan is generated, including specific treatment plans, regular review times, and countermeasures. For example, for a specific type of chronic wound, the care plan may include specific dressing use, antibiotic therapy, and regular professional evaluations.

[0049] Suppose a patient is treating a diabetic foot ulcer. By entering the initial state of the wound into the system (for example: 5cm×4cm, 2cm depth, 20% healing degree), the system can query the patient's diabetes history and previous wound treatment records. The analysis results show that similar cases in the past healed in 8 weeks, so the system may predict that the patient's healing time is 6-10 weeks, and formulate a phased care plan based on the predicted results, including weekly follow-up visits, regular dressing changes, and diabetes control measures. Such a management method can achieve more efficient and accurate chronic wound treatment, and improve patients' healing rate and quality of life.

[0050] In summary, the chronic wound rehabilitation management method provided in the embodiment of the present application receives the patient's wound initial record information uploaded by the medical side, and the wound revelation record information includes the wound location, size, depth and degree of healing; queries the patient's medical records, and extracts the patient's wound-related information associated with wound healing; evaluates the future healing time stage of the wound based on the wound-related information to generate a wound care plan. Thus, through the standardization and systematization of information uploading, the workload of medical staff is reduced, and the speed and accuracy of information entry are improved. The ability to integrate historical data with current information enables medical staff to improve the accuracy of treatment based on comprehensive clinical data when formulating treatment plans. Through accurate prediction of healing time and personalized nursing plan design, it can effectively improve patient satisfaction and healing rate, and reduce the occurrence of complications.

[0051] According to some embodiments, further comprising:

[0052] A modification request for the wound care plan is received from a medical care terminal associated with the patient, wherein the modification request includes wound care steps and / or wound care frequency.

[0053] It is understandable that as the healing of the patient's wound progresses, the care plan needs to be adaptively adjusted. The information management system can be used to collect and analyze real-time data, and medical staff can submit modification requests based on the actual situation of the patient. This flexibility helps to better meet the individual needs of patients and ensure the timeliness and effectiveness of treatment. It is necessary to ensure that all relevant medical staff have access to the latest care plan in a timely manner. When the modification request is submitted, the system will automatically update the care plan and distribute the updated information to all medical staff involved in the patient's treatment, forming an information sharing platform. Through this dynamic modification mechanism, the chronic wound rehabilitation management method ensures that the treatment plan can be closely integrated with the patient's actual condition, improving the flexibility, effectiveness and safety of treatment. This method provides strong support for the personalized management of chronic wounds through real-time data analysis and information sharing.

[0054] For example, during routine checkups, medical staff discovered that Mr. Zhang's wounds were healing slowly and decided to adjust the care plan. Medical staff can initiate modification requests through the system, including: Wound care steps: For example, changing the original wound cleaning steps to use a more suitable disinfectant. Wound care frequency: For example, changing the frequency of dressing changes from once a week to once every three days. After receiving the modification request, the system first verifies it to ensure the rationality and necessity of the request. After review, the system will update the care plan. The updated care plan will be displayed in Mr. Zhang's electronic health record, and all medical staff involved in the treatment can see these changes in a timely manner. Once the care plan is updated, the system will automatically send notifications to all relevant medical staff, including nurses, doctors, and nutritionists, so that they can all work according to the latest care plan. As a result, dynamic modification of the care plan makes the treatment more personalized and can respond to various changes in patients during the treatment process in a timely manner. For example, in Mr. Zhang's case, timely adjustment of the care frequency may significantly accelerate the healing of the wound. Through real-time updates and information integration, medical staff can make scientific decisions based on the actual conditions of the patients and reduce the risk of complications. For example, by increasing the frequency of dressing changes, wound infection can be better controlled and healing can be promoted. All medical staff can obtain the latest care information to avoid mistreatment or miscare due to information lag. For example, if Mr. Zhang's nutritionist is informed of the changes in the frequency of wound care in a timely manner, he can better adjust his diet plan to ensure that he consumes enough nutrients to support healing.

[0055] Suppose that during Mr. Zhang's care, after two weeks of observation, the medical staff noticed that the wound was healing slowly and there were slight signs of infection. Therefore, the nurse made a modification request to the doctor, suggesting that the disinfectant used to clean the wound be replaced with a stronger solution and the frequency of dressing changes be adjusted from once a week to once every three days. After receiving this request, the system reviewed it and confirmed that the modification was necessary. Subsequently, the updated care plan was recorded and shared with all participating medical staff. The nurse changed the dressing according to the new plan, and the doctor closely monitored the patient's recovery and adjusted other treatment measures according to the progress of healing. Through such dynamic management, Mr. Zhang's wound improved significantly in the next few weeks, the infection was controlled, and finally healed. This process not only improved the patient's treatment effect, but also enhanced the collaboration ability of the medical team and improved the overall quality of care.

[0056] In some examples, the wound initiation record information also includes wound image information, and the method further includes:

[0057] Receiving wound image information uploaded by the medical care terminal associated with the patient during each nursing session;

[0058] The wound image information associated with the patient is analyzed in combination with the time node at which each wound image information is uploaded to evaluate the progress of wound healing.

[0059] It is understandable that by integrating the image information of the wound and other records, the healing status of the wound is comprehensively evaluated. The wound image provides visual information, allowing medical staff to intuitively understand the changes in the wound. Combined with the uploaded time node, medical staff can more accurately evaluate the healing progress. By regularly analyzing the wound images, healing progress or potential problems can be discovered in time. Using image processing technology, the wound images at different time nodes are compared to evaluate the changes in wound size, color, cleanliness, etc., so as to judge the healing situation. In this way, the image information of the wound not only provides real-time feedback to medical staff, but also helps them make decisions based on specific data, which ultimately improves Mr. Zhang's healing effect. The implementation of this method fully reflects the importance and effectiveness of data-driven nursing decisions.

[0060] For example, during each care, the medical staff uses a mobile device or computer to upload an image of the wound to the system. The image records the actual appearance of the wound and marks the time of upload.

[0061] For example, nursing staff take photos of wounds at every dressing change to record their healing progress. The system combines the uploaded wound images with previous wound records (such as location, size, depth, etc.) to form a complete wound management file. The system then analyzes these images through image processing algorithms to evaluate the healing of the wound. For example, changes in the area of ​​the wound can be quantified to detect signs of infection (such as redness, swelling, exudate, etc.). Combining the uploaded wound images and nursing records, the system generates a report that reflects the dynamic changes in wound healing. For example, the system may show that the wound has grown from 8cm to 1.5cm in the past week. 2 Reduce to 5cm 2 , the healing is going well. Medical staff can adjust the care plan based on these evaluation results to ensure that the patient receives the best treatment. As a result, through image recording, medical staff can intuitively monitor the changes in the wound, avoiding the loss of information caused by relying solely on text records. For example, by viewing the images before and after the wound, medical staff can identify problems more quickly. Regular analysis of images can help medical staff detect potential healing problems in a timely manner, such as infection or slow healing. For example, if several consecutive images show that the wound is red and swollen and the area has not decreased, medical staff can quickly adjust the treatment plan. By integrating image information, the adjustment of the care plan can be more data-based, thereby improving the effectiveness of treatment. For example, if the system shows that Mr. Zhang's wound heals slowly under a specific care plan, medical staff can try other treatments in a timely manner.

[0062] In Mr. Zhang's case, after each dressing change, the nurse took a photo of the wound and uploaded it to the system. Initially, Mr. Zhang's wound was 6cm×4cm in size. After a week of treatment, the nurse noticed that the color of the wound began to turn red, accompanied by a small amount of exudation. During this week, the images uploaded by the nurse showed that the wound area remained basically unchanged. The system combined these images with the nursing records to generate an analysis report, indicating that the wound had not made any progress in healing in the past week and showed signs of infection. Based on this information, the doctor decided to adjust the nursing plan, increase the frequency of dressing changes to once every three days, and use a stronger disinfectant. Two weeks after the implementation of the new nursing plan, the wound image taken again showed that the wound area had shrunk to 4cm×2cm and the color returned to normal. In this way, the image information of the wound not only provided real-time feedback to medical staff, but also helped them make decisions based on specific data, which ultimately improved Mr. Zhang's healing effect. The implementation of this method fully reflects the importance and effectiveness of data-driven nursing decisions.

[0063] In some examples, this also includes:

[0064] Analyze the wound image information associated with the patient in combination with the time node of each wound image information upload, generate wound state evolution supplementary frame pictures, and produce a wound state change video;

[0065] The wound status change video is sent to the patient end and the medical care end associated with the patient.

[0066] It is understandable that by arranging the uploaded wound images in chronological order, a visual display of wound healing is generated. The system integrates each uploaded wound image by time node, observes wound changes through time series analysis, and identifies healing trends and key nodes. The integrated image sequence is made into a video to intuitively display the evolution of the wound state. Using video editing technology, the wound images arranged in chronological order are generated into a continuous picture to form a wound change video.

[0067] Exemplarily, during each nursing, the medical staff takes and uploads the wound image, and the system records the upload time of each image. For example, Mr. Zhang uploaded the wound image at three different time points (week 1, week 2, and week 3). The system automatically generates supplementary frames of the wound state evolution based on the uploaded images and time nodes. For example, the image of week 1 is connected with the image of week 3 to form a video sequence. The video shows the changes of the wound from the initial state to the healing process, showing the size, color, degree of healing, etc. of the wound. The generated video will be automatically sent to Mr. Zhang's patient end (such as a mobile phone application) and the medical staff's work platform to ensure that all relevant personnel can view it in time. The system can send the video via push notification or email to ensure that both patients and medical staff can receive updates. As a result, the display of wound changes in the form of video enables patients and medical staff to intuitively understand the healing progress and improve the transparency of treatment. For example, Mr. Zhang saw his wound gradually heal through the video, which strengthened his confidence. Video can be used as a tool for communication between doctors and patients. Medical staff can explain the treatment process and next steps to patients based on the changes in the video. For example, when a doctor meets with Mr. Zhang, he can directly play a video to explain the healing status in detail. The videos automatically generated and stored by the system form a complete healing record, which is convenient for subsequent medical evaluation and research. For example, hospitals can use these videos for research analysis to evaluate the effectiveness of different treatment plans.

[0068] In Mr. Zhang's example, the medical staff uploaded wound images during three dressing changes and recorded the status after each care. Based on these images, the system generated a video of the wound changes, showing the wound from the initial 6cm×4cm, 15% healing, to the healing state in the third week, with the area reduced to 4cm×2cm and the healing degree reaching 60%. When the video was generated, the system immediately sent it to Mr. Zhang's mobile app and the medical staff's work platform. After watching the video, Mr. Zhang was able to intuitively feel his recovery progress and better understand the necessity of the treatment plan. In the subsequent consultation, the medical staff used the video to explain the healing process to Mr. Zhang and discussed the future care plan in detail. Through this dynamic display method, the patient's sense of participation and understanding was significantly improved, and the communication between doctors and patients was strengthened, providing stronger support for subsequent treatment. This method fully reflects the important application value of modern technology in chronic wound management.

[0069] In some examples, this also includes:

[0070] receiving a medical consultation appointment request from a patient, wherein the medical consultation appointment request includes a medical consultation time, and the medical consultation time is within an optional time interval, and the optional time interval is generated based on the wound care plan;

[0071] A reminder message is sent to the patient before the consultation time arrives.

[0072] It is understandable that the information management system can realize the automated appointment of patients and improve the efficiency of medical treatment. According to the wound care plan, the system provides an optional time range for medical treatment, and patients can choose a suitable time within this range to make an appointment. By sending reminder messages in advance, patients can be ensured to see the doctor on time and improve the continuity of treatment. The system automatically sends reminder messages before the patient's selected medical time arrives to help patients arrange time and reduce missed diagnoses or missed medical treatments.

[0073] For example, when Mr. Zhang's wound care plan is updated, the system will automatically generate an optional visit time interval, such as 9:00 to 11:00 a.m. every Wednesday and Friday in the next two weeks. Mr. Zhang views the optional time through the mobile app and selects one of the times (such as 10:00 a.m. next Wednesday) to submit a visit appointment request. After the system receives Mr. Zhang's appointment request, it will confirm it and record it in the patient's electronic health record. At the same time, the system will send a confirmation message to Mr. Zhang's mobile app to inform him that the appointment is successful. One day before Mr. Zhang's appointment time, the system automatically sends a reminder message to his mobile phone, such as "Remind you, there is an appointment at 10 a.m. tomorrow, please go to the hospital on time for wound examination." Thus, through the systematic appointment process, the communication time between patients and medical staff is reduced, and the efficiency of arranging visits is improved. For example, Mr. Zhang can easily choose a suitable time for a visit without having to communicate with the hospital repeatedly. The reminder message sent in advance reminds patients to visit on time, which improves the patient's compliance with the treatment plan. After receiving the reminder, Mr. Zhang can prepare in advance to ensure that he can arrive at the hospital on time. Through reasonable appointment arrangements, hospitals can more effectively manage patient time, reduce vacancies and waiting time, and improve the overall quality of medical services. Hospitals can reasonably arrange the work of medical staff according to appointment conditions and improve the efficiency of resource utilization.

[0074] In some examples, this also includes:

[0075] generating future healing assessment supplemental questions based on the extracted wound-related information of the patient associated with wound healing;

[0076] receiving wound-related feedback from the patient based on the future healing assessment supplemental questions;

[0077] estimating a future healing time stage of the wound based on the wound-related feedback information to generate a wound care plan;

[0078] Receiving home wound image information uploaded by the patient during the wound care interval;

[0079] Based on the home wound image information, the wound initial record information and the wound association information, corresponding home wound care education resources are matched in a health education resource library.

[0080] It is understandable that by extracting information related to wound healing, it helps medical staff to more comprehensively evaluate the patient's wound healing. Based on the patient's wound history and healing progress, the system generates a series of questions to evaluate the patient's home care and potential healing barriers. Update and optimize the wound care plan through patient feedback. Patient feedback helps doctors better understand the healing status of the wound and generate a more appropriate care plan. Ensure that patients receive appropriate care guidance while at home. By analyzing the home wound images and care records uploaded by patients, the system matches the corresponding educational materials from the health education resource library to help patients better perform self-care.

[0081] Exemplarily, the system generates a series of supplementary questions based on the extracted wound-related information (such as the patient's history, current care plan, etc.), such as: "Has the wound become red, swollen or exuded in the past week?", "Have you changed the dressing on time?". Mr. Zhang answered these questions in the system and provided feedback on the wound healing status, such as: "Yes, the wound is a little red and swollen, but there is no obvious exudation." The system records these feedback information and uses them for subsequent evaluation. The system combines Mr. Zhang's feedback information to evaluate the healing progress of the wound and update the healing time stage. For example, the system may determine that despite the presence of redness and swelling, the overall healing speed is not significantly affected, and it is expected to complete healing within the original 6-10 weeks. During the wound care interval, Mr. Zhang regularly uploads images of his home wounds to record the wound status. The system compares these images with previous records and analyzes wound changes. Based on Mr. Zhang's home wound images, initial records and wound-related information, the system retrieves the health education resource library and matches the corresponding home care guidance materials, such as: "How to clean the wound correctly" or "Common problems and solutions for wound care." Therefore, through supplementary questions and feedback mechanisms, patients can actively participate in their own treatment process and increase their attention to self-care. Mr. Zhang can use feedback to help medical staff adjust the care plan in a timely manner, thereby improving the treatment effect. Based on the patient's feedback and image information, medical staff can adjust the care plan in real time to ensure the best healing of the wound. For example, if the patient reports signs of infection, medical staff can intervene in time to adjust the medication or care steps. The system can provide targeted health education resources based on the patient's specific situation to help patients better manage their wounds. This not only improves the patient's self-management ability, but also reduces the need for follow-up visits to the hospital and saves medical resources.

[0082] In some examples, the wound image information is wound image information collected when the patient's wound is in a reference background of a specific size and color, and the method further includes:

[0083] Before bandaging the patient, determining the size and position of the wound and the contour information of the limb to be bandaged based on the wound image information and the reference background image information;

[0084] Generate a recommended bandaging scheme based on the size and location of the wound and the contour information of the limb to be bandaged and fixed, wherein the recommended bandaging scheme includes the type of medical consumables, the size of the medical consumables and the bandaging method;

[0085] Medical consumables are automatically cut according to the recommended bandaging scheme.

[0086] It is understandable that wound images are captured with a specific background to ensure image quality and facilitate subsequent analysis. Computer vision technology is used to analyze wound images to identify the size, location, and surrounding limb contour information of the wound, thereby providing accurate data for bandaging. According to the characteristics of the wound, a personalized bandaging plan is automatically generated. Combining the size, location, and shape of the wound with the surrounding limbs, the system will generate suitable types, sizes, and bandaging methods of medical consumables to ensure the effectiveness and comfort of the bandage. Improve bandaging efficiency and reduce waste. According to the generated recommended bandaging plan, the system automatically cuts the required medical consumables to ensure the optimal amount and shape of each bandage.

[0087] Exemplarily, before the patient is bandaged, the medical staff takes a wound image against a background of a specific size and color to ensure that the image is clear and easy to analyze. For example, a white or standardized color background is used to help the system accurately identify wound features. The system analyzes the collected wound images and extracts information such as the size, shape, color, and position of the wound. At the same time, the reference background image is used to determine the contour information of the limb to ensure the overall adaptability of the bandaging scheme to the body. Based on the analyzed wound features, the system generates a personalized bandaging scheme, including: Type of medical consumables: such as antibacterial dressings, breathable bandages, etc. Size of medical consumables: Automatically calculate the required consumable size according to the size of the wound. Bandaging method: Provide specific bandaging steps and methods. According to the recommended bandaging scheme, the system controls the cutting equipment to automatically cut out the required medical consumables to ensure accuracy and speed. For example, the system automatically cuts out a suitable antibacterial dressing according to the size of the wound. Thus, by accurately analyzing the wound features, the applicability of the bandaging scheme is ensured, and the treatment effect is improved. For example, suitable consumables and bandaging methods can effectively reduce the risk of infection and promote healing. The automated cutting process reduces manual operation time and improves work efficiency. Medical staff can complete bandaging faster and focus on other patient needs. Accurate consumable cutting reduces material waste and saves hospital costs. The materials used for each bandage are automatically calculated based on actual needs to ensure the rational use of resources.

[0088] In addition, by using a standardized color background, since the color presentation of the background under different lights is known in advance, the color and swelling of the wound can be more accurately reflected when used as a wound background, so as to evaluate the wound. The use of a standardized background can significantly reduce the impact of light changes on the color and swelling characteristics of the wound, and improve the reliability of the evaluation. Medical staff can make judgments more confidently, such as confirming whether the wound has problems such as infection or slow healing. More accurate wound assessment allows medical staff to adjust treatment plans in a timely manner to ensure that patients receive appropriate care. For example, if the system shows that the degree of redness and swelling has increased, medical staff can intervene immediately to prevent further deterioration of the condition. Through scientific evaluation methods, patients can feel professional care and increase their trust in the treatment process, thereby improving patient compliance.

[0089] See also Figure 2 , an embodiment of the chronic wound rehabilitation management device in the embodiment of the present application may include:

[0090] The receiving unit 21 is used to receive the wound initial record information of the patient uploaded by the medical terminal, and the wound initial record information includes the wound location, size, depth and healing degree;

[0091] An extraction unit 22, configured to query the patient's medical records and extract wound-related information of the patient associated with wound healing;

[0092] The evaluation unit 23 is used to evaluate the future healing time stage of the wound based on the wound-related information to generate a wound care plan.

[0093] In summary, the chronic wound rehabilitation management device provided in the embodiment of the present application receives the patient's wound initial record information uploaded by the medical side, and the wound revelation record information includes the wound location, size, depth and degree of healing; queries the patient's medical records, and extracts the patient's wound-related information associated with wound healing; evaluates the future healing time stage of the wound based on the wound-related information to generate a wound care plan. Thus, through the standardization and systematization of information uploading, the workload of medical staff is reduced, and the speed and accuracy of information entry are improved. The ability to integrate historical data with current information enables medical staff to improve the accuracy of treatment based on comprehensive clinical data when formulating treatment plans. Through accurate prediction of healing time and personalized care plan design, it can effectively improve patient satisfaction and healing rate, and reduce the occurrence of complications.

[0094] like Figure 3 As shown, the embodiment of the present application further provides an electronic device 300, including a memory 310, a processor 320, and a computer program 311 stored in the memory 320 and executable on the processor. When the processor 320 executes the computer program 311, the steps of any of the above-mentioned methods for chronic wound rehabilitation management are implemented:

[0095] Receive the patient's wound initial record information uploaded by the medical terminal, and the wound initial record information includes the wound location, size, depth and healing degree;

[0096] Querying the patient's medical records and extracting wound-related information of the patient associated with wound healing;

[0097] A future healing time stage of the wound is estimated based on the wound-related information to generate a wound care plan.

[0098] Since the electronic device introduced in this embodiment is a device used to implement a chronic wound rehabilitation management device in the embodiment of the present application, based on the method introduced in the embodiment of the present application, technical personnel in this field can understand the specific implementation method of the electronic device of this embodiment and its various variations. Therefore, how the electronic device implements the method in the embodiment of the present application is not introduced in detail here. As long as the equipment used by technical personnel in this field to implement the method in the embodiment of the present application is within the scope of protection of this application.

[0099] In the specific implementation process, when the computer program 311 is executed by the processor, it can achieve Figure 1 Any implementation manner in the corresponding embodiment:

[0100] Receive the patient's wound initial record information uploaded by the medical terminal, and the wound initial record information includes the wound location, size, depth and healing degree;

[0101] Querying the patient's medical records and extracting wound-related information of the patient associated with wound healing;

[0102] A future healing time stage of the wound is estimated based on the wound-related information to generate a wound care plan.

[0103] It should be noted that in the above embodiments, the description of each embodiment has its own emphasis, and for parts that are not described in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0104] Those skilled in the art will appreciate that the embodiments of the present application may be provided as methods, systems, or computer program products. Therefore, the present application may adopt the form of a complete hardware embodiment, a complete software embodiment, or an embodiment in combination with software and hardware. Moreover, the present application may adopt the form of a computer program product implemented in one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that include computer-usable program code.

[0105] The present application is described with reference to the flowcharts and / or block diagrams of the methods, devices (systems), and computer program products according to the embodiments of the present application. It should be understood that each process and / or box in the flowchart and / or block diagram, as well as the combination of the processes and / or boxes in the flowchart and / or block diagram, can be implemented by computer program instructions. These computer program instructions can be provided to a processor of a general-purpose computer, a special-purpose computer, an embedded computer, or other programmable data processing device to generate a machine, so that the instructions executed by the processor of the computer or other programmable data processing device generate instructions for implementing the processes in the flowchart and / or block diagram. Figure 1 A process or multiple processes and / or boxes Figure 1 A device that provides the functions specified in a block or multiple blocks.

[0106] These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing device to operate in a specific manner, so that the instructions stored in the computer-readable memory produce an article of manufacture comprising an instruction device, which implements the process Figure 1 A process or multiple processes and / or boxes Figure 1 A function specified in one or more boxes.

[0107] These computer program instructions can also be loaded onto a computer or other programmable data processing device so that a series of operating steps are executed on the computer or other programmable device to produce a computer-implemented process, thereby providing instructions for implementing the process in the computer or other programmable device. Figure 1 A process or multiple processes and / or boxes Figure 1 The steps for the functions specified in one or more boxes.

[0108] The present application also provides a computer program product, which includes computer software instructions. When the computer software instructions are executed on a processing device, the processing device is caused to execute the following Figure 1 The process of chronic wound rehabilitation management in the corresponding embodiment.

[0109] The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on the computer, the process or function according to the embodiment of the present application is generated in whole or in part. The computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable devices. The computer instructions can be stored in a computer-readable storage medium, or transmitted from one computer-readable storage medium to another computer-readable storage medium. For example, the computer instructions can be transmitted from a website site, a computer, a server or a data center by wired (e.g., coaxial cable, optical fiber, digital subscriber line (digital subscriber line, DSL)) or wireless (e.g., infrared, wireless, microwave, etc.) mode to another website site, computer, server or data center. The computer-readable storage medium can be any available medium that a computer can store or a data storage device such as a server or a data center that includes one or more available media integration. The available medium can be a magnetic medium, (e.g., a floppy disk, a hard disk, a tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a solid state drive (SSD)), etc.

[0110] Those skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working processes of the systems, devices and units described above can refer to the corresponding processes in the aforementioned method embodiments and will not be repeated here.

[0111] In the several embodiments provided in the present application, it should be understood that the disclosed systems, devices and methods can be implemented in other ways. For example, the device embodiments described above are only schematic. For example, the division of units is only a logical function division. There may be other division methods in actual implementation. For example, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be an indirect coupling or communication connection through some interfaces, devices or units, which can be electrical, mechanical or other forms.

[0112] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0113] In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.

[0114] If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the various embodiments of the present application. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), disk or optical disk and other media that can store program codes.

[0115] The above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims

1. A chronic wound rehabilitation management method, characterized in that: include: Receive the patient's wound initial record information uploaded by the medical terminal, and the wound initial record information includes the wound location, size, depth and healing degree; Querying the patient's medical records and extracting wound-related information of the patient associated with wound healing; A future healing time stage of the wound is estimated based on the wound-related information to generate a wound care plan.

2. The method according to claim 1, characterized in that Also includes: A modification request for the wound care plan is received from a medical care terminal associated with the patient, wherein the modification request includes wound care steps and / or wound care frequency.

3. The method according to claim 1, characterized in that The wound initial record information also includes wound image information, and the method further includes: Receiving wound image information uploaded by the medical care terminal associated with the patient during each nursing session; The wound image information associated with the patient is analyzed in combination with the time node at which each wound image information is uploaded to evaluate the progress of wound healing.

4. The method according to claim 3, characterized in that Also includes: Analyze the wound image information associated with the patient in combination with the time node of each wound image information upload, generate wound state evolution supplementary frame pictures, and produce a wound state change video; The wound status change video is sent to the patient end and the medical care end associated with the patient.

5. The method according to claim 1, characterized in that Also includes: receiving a medical consultation appointment request from a patient, wherein the medical consultation appointment request includes a medical consultation time, and the medical consultation time is within an optional time interval, and the optional time interval is generated based on the wound care plan; A reminder message is sent to the patient before the consultation time arrives.

6. The method according to any one of claims 1 to 5, characterized in that Also includes: generating future healing assessment supplemental questions based on the extracted wound-related information of the patient associated with wound healing; receiving wound-related feedback from the patient based on the future healing assessment supplemental questions; estimating a future healing time stage of the wound based on the wound-related feedback information to generate a wound care plan; Receiving home wound image information uploaded by the patient during the wound care interval; Based on the home wound image information, the wound initial record information and the wound association information, corresponding home wound care education resources are matched in a health education resource library.

7. The method according to claim 3 or 4, characterized in that The wound image information is wound image information collected when the patient's wound is in a reference background of a specific size and color, and the method further includes: Before bandaging the patient, determining the size and position of the wound and the contour information of the limb to be bandaged based on the wound image information and the reference background image information; Generate a recommended bandaging scheme based on the size and location of the wound and the contour information of the limb to be bandaged and fixed, wherein the recommended bandaging scheme includes the type of medical consumables, the size of the medical consumables and the bandaging method; Medical consumables are automatically cut according to the recommended bandaging scheme.

8. A chronic wound rehabilitation management device, characterized in that: include: A receiving unit, used to receive the wound initial record information of the patient uploaded by the medical terminal, wherein the wound initial record information includes the wound location, size, depth and healing degree; an extraction unit, configured to query the patient's medical records and extract wound-related information of the patient associated with wound healing; An evaluation unit is used to evaluate the future healing time stage of the wound based on the wound-related information to generate a wound care plan.

9. An electronic device, comprising: A memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor is used to implement the steps of the chronic wound rehabilitation management method as described in any one of claims 1 to 7 when executing the computer program stored in the memory.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the chronic wound rehabilitation management method according to any one of claims 1 to 7 is implemented.

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