Traditional Chinese medicine and VSD drainage combined wound repair method and system
Through scientific wound evaluation and feature matching, appropriate Chinese medicine repair solution and VSD device were selected, which solved the problems of poor treatment effects and excessive cost in existing wound treatment methods, and achieved more efficient and personalized wound healing effects.
Patent Information
- Application Number
- CN202510132649.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-02-06
- Publication Date
- 2025-05-09
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
The existing wound treatment methods lack scientific evaluation and selection when selecting traditional Chinese medicine and VSD devices, resulting in poor treatment effects, excessive cost and difficult to adjust the treatment plan.
By analyzing the wound image, identifying the wound edge, evaluating the wound size, and combining the wound characteristics and historical data of the Chinese medicine repair solution, selecting the most matching Chinese medicine repair solution and an appropriate VSD device, predicting the recovery time based on the treatment records and individual differences of the patient, and adjusting the treatment plan.
It improves the individualization and timeliness of wound treatment, reduces medical costs, and improves treatment efficiency and patient satisfaction.
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Figure CN119963451A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of wound treatment, and in particular to a wound repair method and system combining traditional Chinese medicine with VSD drainage. Background Art
[0002] The field of wound care technology focuses on the management and treatment of wounds, ranging from basic wound cleaning and protection to medical interventions such as promoting tissue regeneration and controlling infection. This field utilizes a variety of medical technologies, including traditional dressings, antibiotic application, surgical techniques, and modern technologies such as negative pressure wound therapy and bioengineered materials. The goal of wound care is to accelerate wound healing, reduce complications, and improve the patient's quality of life.
[0003] Among them, the wound repair method combining traditional Chinese medicine and VSD drainage is an innovative wound treatment program that combines the treatment concepts of traditional Chinese medicine and modern medical technology. The method is mainly used to treat chronic and difficult-to-heal wounds, such as diabetic foot ulcers or long-term pressure sores. Traditional Chinese medicine is used in this program for its blood circulation and anti-inflammatory properties, while VSD drainage technology promotes wound drainage through negative pressure, reduces the chance of infection, and accelerates healing. The purpose of the method is to achieve more efficient wound cleaning and healing effects through the combination of traditional Chinese and Western medicine, especially in the treatment of difficult-to-heal wounds that are difficult to treat with traditional methods.
[0004] When selecting Chinese medicine, traditional repair methods rely on the experience and judgment of medical staff themselves, resulting in medical staff with different experiences finding it difficult to choose the best Chinese medicine repair solution for repair quality. Cost factors are not taken into consideration, leading to excessive or improper use of high-cost treatment options. In the selection process of the VSD device, only based on experience judgment, the VSD device may be too large, which is not only too expensive but also affects the treatment effect. The time for removing the VSD device also depends on the experience and judgment of medical staff. It is difficult to adjust the treatment plan according to the progress of wound healing, resulting in treatment delays or inappropriate continuation of treatment, increasing patient discomfort and treatment costs. Summary of the invention
[0005] The purpose of the present invention is to solve the shortcomings of the prior art and to propose a wound repair method and system combining traditional Chinese medicine with VSD drainage.
[0006] In order to achieve the above object, the present invention adopts the following technical scheme: a wound repair method combining traditional Chinese medicine with VSD drainage, comprising the following steps:
[0007] S1: Based on the patient's wound image, the wound edge position is identified by analyzing the image, and the wound size is evaluated using the wound area and shape to obtain the wound size evaluation result;
[0008] S2: Based on the wound size assessment result, combined with the body part where the wound is located, the wound type, and the wound depth, according to the historical usage data of the differentiated Chinese medicine repair liquid, the matching degree of the differentiated Chinese medicine repair liquid is evaluated, and the Chinese medicine repair liquid matching the current wound is identified, and according to the cost price of the Chinese medicine repair liquid, the target Chinese medicine repair liquid is selected, and the wound is repaired by medical staff to obtain the Chinese medicine repair result;
[0009] S3: Based on the Chinese medicine repair results and the wound size assessment results, a VSD device of a suitable model is selected according to the wound size, and the medical staff uses the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation results;
[0010] S4: Based on the negative pressure suction implementation results, according to the treatment records of similar wounds, combined with the patient's age and physical condition, predict the time required to achieve the target recovery effect, select a suitable date to remove the VSD device, and perform wound care with Chinese medicine repair fluid to obtain wound repair treatment information.
[0011] The present invention is improved in that the method for identifying the edge position of the wound surface is:
[0012] S111: Based on the wound surface of the patient, an image of the wound surface is captured by an image capturing device, and the image quality is optimized by preprocessing the image to obtain wound surface image information;
[0013] S112: Based on the wound surface image information, the formula:
[0014]
[0015] Calculate the gradient strength S of the pixel, where k1 and k2 are weighting coefficients, G x and G y are the gradients of the pixel in the horizontal and vertical directions respectively, and S is the gradient strength of the pixel;
[0016] S113: Based on the gradient strength S of the pixel point, compare it with a preset gradient threshold, mark the pixel point whose gradient strength exceeds the preset gradient threshold as the wound edge, and obtain the wound edge marking result.
[0017] The present invention is improved in that the steps of obtaining the wound size assessment result are:
[0018] S121: Based on the wound edge marking result, the total number of pixels in the wound area is extracted through image analysis, and the total number of pixels in the wound area is obtained through the formula:
[0019] A=N·a D
[0020] Calculate the wound area A, where N represents the number of pixels in the wound area, a D is the area scaling factor;
[0021] S122: Based on the wound surface area A and the wound surface shape, the formula:
[0022]
[0023] Calculate the wound size index D to obtain the wound size assessment result, where A represents the wound area, k D is the shape coefficient, C represents the curvature of the wound edge, α D is the exponential adjustment factor, β D is the base offset of curvature, γ D is the standardized coefficient, D is the wound size index, and e is the base of the natural logarithm.
[0024] The present invention is improved in that the method for identifying the Chinese medicine repair liquid that matches the current wound surface is:
[0025] S211: extracting features of the current wound based on the wound size assessment result, where the features of the current wound include wound depth, body part, wound type, and wound size index;
[0026] S212: Based on the characteristics of the current wound surface, extract applicable data of differentiated Chinese medicine repair liquids, including applicable wound surface depth, applicable site, applicable wound surface type and applicable wound surface size corresponding to each Chinese medicine repair liquid, through the formula:
[0027]
[0028] Calculate the matching score M between the Chinese medicine repair solution and the current wound surface, where w d 、w p 、w t and w s is the weight coefficient, δ(P, P m ) and δ(T, T m ) is the difference function, when P = P m Or T = T m 0 is returned when the wound is in the state of being wounded, otherwise 1 is returned. d, P, T and D are the current wound depth, location, type and size indicators respectively. d m , P m , T m and D m is the depth, location, type and size of the wound that each Chinese medicine repair solution is suitable for, and M is the matching score;
[0029] S213: Based on the matching score M, compare with a preset matching threshold, mark the traditional Chinese medicine repair liquid whose matching score exceeds the preset threshold, and obtain the matching traditional Chinese medicine repair liquid identification result.
[0030] The present invention is improved in that the steps of obtaining the Chinese medicine repair result are:
[0031] S221: Based on the identification result of the matching traditional Chinese medicine repair solution and the cost of each traditional Chinese medicine repair solution, the formula is:
[0032]
[0033] Calculate the profit score R of each Chinese medicine repair solution, where ξ R is the weight coefficient, λ R is the regularization coefficient, M is the matching score, B is the cost of the Chinese medicine repair solution, and R is the benefit score of the Chinese medicine repair solution;
[0034] S222: Based on the profit score R of the Chinese medicine repair liquid, by comparing the profit scores of differentiated Chinese medicine repair liquids, select the target Chinese medicine repair liquid, and repair the wound surface through medical staff to obtain the Chinese medicine repair result.
[0035] The present invention is improved in that the steps of obtaining the negative pressure suction implementation result are:
[0036] S311: Based on the Chinese medicine repair results and the wound size assessment results, according to the wound size index and wound area, the formula:
[0037]
[0038] Calculate the selectivity index I of the VSD device, where κ I is the adjustment parameter, D is the wound size index, A is the wound area, and A m is the applicable area range of the VSD device, and I is the selection index;
[0039] S312: Based on the selection index I of the VSD device, a VSD device of corresponding size is selected according to the size of the selection index, and medical staff use the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation result.
[0040] The present invention is improved in that the step of obtaining the wound repair processing information is:
[0041] S411: Based on the negative pressure suction implementation results, according to the treatment records of similar wounds, combined with the patient's age and physical condition, the formula:
[0042] T=T r ·(1+α T·Δ a +β T ·Δ h )·(1+γ T Δ s )
[0043] Calculate the predicted recovery time T required to achieve the target recovery effect, where T r is the average recovery time of patients with similar wounds, Δ a is the age difference, Δ h is the difference in health status, α T is the weight coefficient of age difference, β T is the weight coefficient of health status difference, Δ s is the difference in wound severity, γ T is the weight coefficient of wound severity, T is the predicted recovery time;
[0044] S412: Based on the predicted recovery time T required to achieve the target recovery effect, a suitable date is selected to remove the VSD device, and wound surface care is performed using a traditional Chinese medicine repair solution to obtain wound surface repair treatment information.
[0045] A wound repair system combining traditional Chinese medicine with VSD drainage, the wound repair system combining traditional Chinese medicine with VSD drainage is used to perform the wound repair method combining traditional Chinese medicine with VSD drainage, the system comprises:
[0046] The wound size analysis module is based on the patient's wound image. By analyzing the image, the wound edge position is identified, and the wound size is evaluated using the wound area and shape to obtain the wound size evaluation result.
[0047] The matching repair fluid identification module evaluates the matching degree of the differentiated Chinese medicine repair fluid based on the wound size evaluation result, the body part where the wound is located, the wound type, and the wound depth, and the historical usage data of the differentiated Chinese medicine repair fluid, identifies the Chinese medicine repair fluid that matches the current wound, and obtains the matching Chinese medicine repair fluid identification result;
[0048] The Chinese medicine repair implementation module selects the target Chinese medicine repair liquid based on the matching Chinese medicine repair liquid identification result and the cost price of the Chinese medicine repair liquid, and repairs the wound surface through medical staff to obtain the Chinese medicine repair result;
[0049] The negative pressure aspiration selection module selects a VSD device of a suitable model based on the Chinese medicine repair result and the wound size assessment result according to the wound size, and the medical staff uses the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation result;
[0050] The negative pressure suction removal module predicts the time required to achieve the target recovery effect based on the negative pressure suction implementation results, according to the treatment records of similar wounds, and combined with the patient's age and physical condition, selects a suitable date to remove the VSD device, and performs wound care with traditional Chinese medicine repair fluid to obtain wound repair treatment information.
[0051] Compared with the prior art, the advantages and positive effects of the present invention are:
[0052] In the present invention, by evaluating the wound size and combining the wound characteristics, evaluating the matching degree of the traditional Chinese medicine repair solution, and considering the cost of the traditional Chinese medicine repair solution, the traditional Chinese medicine repair solution with higher cost-effectiveness is selected to improve the economic efficiency of medical resources, and according to the size of the wound, a suitable VSD device is selected to reduce medical costs, and by comparing the treatment records of similar wounds and combining the individual differences of patients, the recovery time is analyzed and predicted, and the removal time of the VSD device is determined, thereby improving the individualization and timeliness of treatment, and improving the treatment efficiency and patient satisfaction. BRIEF DESCRIPTION OF THE DRAWINGS
[0053] Figure 1 is a flow chart of the method of the present invention;
[0054] Figure 2 A flow chart of the present invention for identifying the edge position of a wound surface;
[0055] Figure 3 A flow chart for obtaining wound size assessment results in the present invention;
[0056] Figure 4 A flow chart of the present invention for identifying a Chinese medicine repair solution that matches the current wound surface;
[0057] Figure 5 A flow chart of obtaining the results of Chinese medicine repair in the present invention;
[0058] Figure 6 A flow chart for obtaining the negative pressure aspiration implementation result of the present invention;
[0059] Figure 7 The present invention is a flow chart for obtaining wound repair processing information. DETAILED DESCRIPTION
[0060] In order to make the purpose, technical solution and advantages of the present invention more clearly understood, the present invention is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.
[0061] In the description of the present invention, it should be understood that the terms "length", "width", "up", "down", "front", "back", "left", "right", "vertical", "horizontal", "top", "bottom", "inside", "outside", etc., indicating positions or positional relationships, are based on the positions or positional relationships shown in the accompanying drawings, and are only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as limiting the present invention. In addition, in the description of the present invention, the meaning of "multiple" is two or more, unless otherwise clearly and specifically defined.
[0062] See also Figure 1 The present invention provides a technical solution: a wound repair method combining traditional Chinese medicine and VSD drainage, comprising the following steps:
[0063] S1: Based on the patient's wound image, the wound edge position is identified by analyzing the image, and the wound size is evaluated using the wound area and shape to obtain the wound size evaluation result;
[0064] S2: Based on the wound size assessment results, combined with the body part, wound type, and wound depth of the wound, and according to the historical usage data of the differentiated Chinese medicine repair fluid, the matching degree of the differentiated Chinese medicine repair fluid is evaluated, and the Chinese medicine repair fluid that matches the current wound is identified. According to the cost price of the Chinese medicine repair fluid, the target Chinese medicine repair fluid is selected, and the wound is repaired by medical staff to obtain the Chinese medicine repair result;
[0065] S3: Based on the results of Chinese medicine repair and wound size assessment, select the appropriate model of VSD device according to the size of the wound, and implement negative pressure aspiration treatment with the selected VSD device through medical staff to obtain the results of negative pressure aspiration implementation;
[0066] S4: Based on the results of negative pressure suction implementation, according to the treatment records of similar wounds, combined with the patient's age and physical condition, predict the time required to achieve the target recovery effect, select a suitable date to remove the VSD device, and perform wound care with Chinese medicine repair fluid to obtain wound repair treatment information.
[0067] The wound size assessment results include the length and width of the wound, the wound area and the complexity of the wound shape. The Chinese medicine repair results include the selected Chinese medicine repair model, the corresponding ingredient information and the economic cost. The negative pressure suction implementation results include the wound negative pressure level, negative pressure duration and wound contraction under negative pressure. The wound repair treatment information includes the wound healing speed, healing quality assessment and follow-up treatment measures.
[0068] See also Figure 2 , the method to identify the wound edge position is:
[0069] S111: Based on the wound surface of the patient, an image of the wound surface is captured by an image capturing device, and the image quality is optimized by preprocessing the image to obtain wound surface image information;
[0070] S112: Based on the wound surface image information, the formula:
[0071]
[0072] Calculate the gradient strength S of the pixel, where k1 and k2 are weighting coefficients, G x and G y are the gradients of the pixel in the horizontal and vertical directions respectively, and S is the gradient strength of the pixel;
[0073] S113: Based on the gradient strength S of the pixel point, the pixel point with a gradient strength exceeding the preset gradient threshold is compared with the preset gradient threshold, and the pixel point is marked as a wound edge to obtain a wound edge marking result.
[0074] formula:
[0075]
[0076] The meaning and acquisition method of parameters:
[0077] G x and G y : The parameters represent the gradient of the pixel in the horizontal and vertical directions. The gradient is the rate of change of the image brightness and is calculated by using the Sobel operator. Before processing the image, the image first goes through a preprocessing stage where a Gaussian filter is applied to remove noise. Then the Sobel operator is used to apply horizontal and vertical masks to the filtered image to obtain the G x and G y .
[0078] k1 and k2: weighting coefficients used to adjust the horizontal and vertical gradients G x and G y The influence of the coefficients in the calculation of the final gradient strength S. The coefficients can be adjusted according to the specific characteristics of the image to optimize the edge detection effect. In practical applications, the selection of coefficients depends on the specific analysis of the image content or is set through expert experience.
[0079] Calculation example:
[0080] Set the following parameters:
[0081] G x =120 and G y =100: represents the horizontal and vertical gradient values of a pixel.
[0082] k1=0.8 and k2=0.7: coefficients for adjusting the gradient influence.
[0083] Set the gradient strength threshold to 150.
[0084] Calculate the gradient strength S:
[0085]
[0086] The calculated result S≈118.81 is less than the gradient intensity threshold of 150, so the pixel is not considered as the wound edge.
[0087] See also Figure 3 , the steps to obtain the wound size assessment results are:
[0088] S121: Based on the wound edge marking result, the total number of pixels in the wound area is extracted through image analysis, and the formula is:
[0089] A=N·a D
[0090] Calculate the wound area A, where N represents the number of pixels in the wound area, a D is the area scaling factor;
[0091] S122: Based on the wound area A and the wound shape, the formula is:
[0092]
[0093] Calculate the wound size index D to obtain the wound size assessment result, where A represents the wound area, k D is the shape coefficient, C represents the curvature of the wound edge, α D is the exponential adjustment factor, β D is the base offset of curvature, γ D is the standardized coefficient, D is the wound size index, and e is the base of the natural logarithm.
[0094] formula:
[0095] A=N·a D
[0096] and
[0097]
[0098] The meaning and acquisition method of parameters:
[0099] N: The number of pixels in the wound area, which indicates the total number of pixels at the edge of the wound that have been marked in the image. It is automatically counted by the image processing software.
[0100] a D: represents the area scaling factor, that is, the actual area represented by each pixel. The specific value depends on the resolution of the image and the specific parameters of the imaging device. For example, if a pixel represents 0.1 square millimeters in actual measurement, then a D 0.1mm 2 .
[0101] k D : Shape coefficient is an adjustment parameter that is set according to the regularity and complexity of the edge shape of the wound surface. It can be set based on previous clinical data or through the experience of experts.
[0102] C: The curvature of the wound edge is obtained through geometric analysis of the edge shape, indicating the degree of tortuosity of the edge curve. It is usually automatically calculated by the geometric algorithm in the image analysis software.
[0103] α D , β D and γ D :α D is the exponential adjustment factor, β D is the base offset of curvature, γ D It is a normalization coefficient, which is set by experts to optimize the range and rate of change of the calculation results.
[0104] Calculation example:
[0105] Set the following parameter values:
[0106] N=500: represents the number of pixels.
[0107] a D =0.1mm 2 : The actual area represented by each pixel.
[0108] k D =0.5: shape factor, set according to the general complexity of the wound surface.
[0109] C=0.3: edge curvature, obtained through image analysis.
[0110] α D =2: Curvature influence adjustment factor.
[0111] β D =0.25: Baseline offset of curvature.
[0112] γ D =100: coefficient used to normalize the results.
[0113] Calculate the total wound area A:
[0114] A=N·a D =500·0.1=50mm2
[0115] Calculate the wound size index D:
[0116]
[0117] The calculation result D≈0.726 represents the wound size score after the given shape coefficient and curvature are adjusted. The larger the value, the larger the wound.
[0118] See also Figure 4 , the method for identifying the Chinese medicine repair fluid that matches the current wound surface is:
[0119] S211: extracting the characteristics of the current wound based on the wound size assessment result, the characteristics of the current wound including wound depth, body part, wound type and wound size index;
[0120] S212: Based on the characteristics of the current wound surface, extract the applicable data of differentiated Chinese medicine repair fluids, including the applicable wound depth, applicable site, applicable wound type and applicable wound size corresponding to each Chinese medicine repair fluid, through the formula:
[0121]
[0122] Calculate the matching score M between the Chinese medicine repair solution and the current wound surface, where w d 、w p 、w t and w s is the weight coefficient, δ(P, P m ) and δ(T, T m ) is the difference function, when P = P m Or T = T m 0 is returned when the wound is in the state of being wounded, otherwise 1 is returned. d, P, T and D are the current wound depth, location, type and size indicators respectively. d m , P m , T m and D m is the depth, location, type and size of the wound that each Chinese medicine repair solution is suitable for, and M is the matching score;
[0123] S213: Based on the matching score M, compare with the preset matching threshold, mark the traditional Chinese medicine repair liquid whose matching score exceeds the preset threshold, and obtain the matching traditional Chinese medicine repair liquid identification result.
[0124] formula:
[0125]
[0126] The meaning and acquisition method of parameters:
[0127] d: Wound depth, usually measured directly by medical staff using professional tools or obtained through imaging examinations.
[0128] P: The part of the body where the wound is located, recorded based on the medical staff's observation or the patient's description.
[0129] T: Wound type, such as abrasion, cut, etc. This information is determined and recorded by medical staff based on the appearance of the wound.
[0130] D: Wound size index, calculated by the previous method.
[0131] d m , P m , T m and D m : The parameters represent the depth, location, type and size of wounds that the Chinese medicine repair fluid is suitable for. The information is provided by the historical usage data of the Chinese medicine repair fluid or the manufacturer.
[0132] w d 、w p 、w t and w s : Weight coefficient, adjusted according to the medical team's experience or historical data to balance the influence of different characteristics in the matching score.
[0133] δ(P,P m ) and δ(T, T m ): Difference function, when P = P m Or T = T m It returns 0 when the value is true, otherwise it returns 1. It is used to calculate the match between the two parameters.
[0134] Calculation example:
[0135] Set the following parameter values:
[0136] The current wound depth is d = 2cm, the location is P = "arm", the type is T = "cut", the size is D = 15, and the Chinese medicine repair solution is suitable for: depth d m =3cm, part P m = "Legs", Type T m = "Cut", size D m =10, the weight coefficient is set to: w d =0.5, w p =0.3, w t =0.2, w s =0.4.
[0137] Calculation process formula:
[0138]
[0139] The calculated result M≈23.26 indicates the matching score between the Chinese medicine repair fluid and the current wound surface. The matching degree is low, which is mainly caused by the difference in body parts and sizes. The results show that the Chinese medicine repair fluid may not be the most ideal choice. Medical staff should consider using a more matching repair fluid to improve the treatment effect.
[0140] See also Figure 5 , the steps to obtain the results of Chinese medicine repair are:
[0141] S221: Based on the matching results of the Chinese medicine repair solution, combined with the cost of each Chinese medicine repair solution, the formula is:
[0142]
[0143] Calculate the profit score R of each Chinese medicine repair solution, where ξ R is the weight coefficient, λ R is the regularization coefficient, M is the matching score, B is the cost of the Chinese medicine repair solution, and R is the benefit score of the Chinese medicine repair solution;
[0144] S222: Based on the benefit score R of the traditional Chinese medicine repair fluid, by comparing the benefit scores of differentiated traditional Chinese medicine repair fluids, select the target traditional Chinese medicine repair fluid, and repair the wound surface through medical staff to obtain the traditional Chinese medicine repair result.
[0145] formula:
[0146]
[0147] The meaning and acquisition method of parameters:
[0148] M: Matching score, calculated in the previous step.
[0149] B: The cost of Chinese herbal repair fluid is usually obtained through the hospital's purchasing department or directly from the supplier's quotation, ensuring the accuracy and timeliness of the cost data.
[0150] ξ R : is a weight coefficient used to enhance the role of the fit score in the benefit score calculation. It can be dynamically adjusted based on historical data and clinical feedback to optimize the sensitivity and specificity of the scoring model.
[0151] λ R : Regularization coefficient, mainly used to deal with the excessive impact on the score when the cost is extremely low. The value of this parameter is usually set according to the cost distribution of traditional Chinese medicine repair fluid in the past to ensure the balance of the benefit score.
[0152] Calculation example:
[0153] Set the following values:
[0154] M = 85: high matching score, indicating that the Chinese medicine repair fluid is very consistent with the current wound condition, B = 200: cost unit is yuan, ξ R =1.5: weighting factor, λ R =10: Regularization coefficient.
[0155] Calculation process:
[0156]
[0157] The calculated benefit score R≈1.233, and the larger the value is, the better the comprehensive effect of the traditional Chinese medicine repair fluid is.
[0158] See also Figure 6 , the steps to obtain the results of negative pressure suction are:
[0159] S311: Based on the results of Chinese medicine repair and wound size assessment, according to the wound size index and wound area, the formula is:
[0160]
[0161] Calculate the selectivity index I of the VSD device, where κ I is the adjustment parameter, D is the wound size index, A is the wound area, and A m is the applicable area range of the VSD device, and I is the selection index;
[0162] S312: Based on the selection index I of the VSD device, a VSD device of corresponding size is selected according to the size of the selection index, and medical staff use the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation result.
[0163] formula:
[0164]
[0165] The meaning and acquisition method of parameters:
[0166] D: Wound size index, calculated by the previous method.
[0167] A: Wound area, calculated using the previous method.
[0168] A m : The applicable area range of the VSD device is indicated in the product specifications provided by the manufacturer. This parameter indicates the applicable range of each VSD model in terms of wound area, which is usually obtained by referring to the product manual.
[0169] κ I: It is an adjustment parameter used to balance the influence between wound score D and area adaptability A, ensuring the effect under different wound areas and complexities.
[0170] Calculation Example
[0171] Set the following parameter values:
[0172] Wound size score D = 8.5, indicating that the wound is relatively complex, and the wound area A = 45 cm 2 , the applicable area range of VSD device is A m =60cm 2 , adjust the parameter κ I =2.5, a balance coefficient verified by historical clinical data.
[0173] Calculation process:
[0174]
[0175] The calculated selection index I≈0.8136 indicates that the VSD device is highly suitable for the current wound surface. Based on this index, medical staff can select the optimal VSD device for negative pressure suction therapy according to actual needs.
[0176] See also Figure 7 , the steps for obtaining wound repair processing information are:
[0177] S411: Based on the results of negative pressure aspiration, according to the treatment records of similar wounds, combined with the patient's age and physical condition, the formula:
[0178] T=T r ·(1+α T Δ a +β T Δ h )·(1+γ T Δ s )
[0179] Calculate the predicted recovery time T required to achieve the target recovery effect, where T r is the average recovery time of patients with similar wounds, Δ a is the age difference, Δ h is the difference in health status, α T is the weight coefficient of age difference, β T is the weight coefficient of health status difference, Δ s is the difference in wound severity, γ T is the weight coefficient of wound severity, T is the predicted recovery time;
[0180] S412: Based on the predicted recovery time T required to achieve the target recovery effect, a suitable date is selected to remove the VSD device, and wound care is performed using a Chinese medicine repair solution to obtain wound repair treatment information.
[0181] formula:
[0182] T=T r ·(1+α T Δ a +β T Δ h )·(1+γ T Δ s )
[0183] The meaning and acquisition method of parameters:
[0184] T r :The average recovery time of patients with similar wounds. The parameters are obtained from historical treatment records. The cases that are closest to the current patients in terms of age, health status and wound severity are selected to calculate the average time to achieve the target recovery effect, ensuring that the value has reference and clinical value.
[0185] Δ a : Age difference, which indicates the difference between the current patient’s age and the age of patients with similar historical cases.
[0186] Δ h : Health status difference, which indicates the difference in health status score between the current patient and similar cases. The health status score is assessed by experts based on the patient's overall health status and chronic disease history, and the difference value is expressed by the difference between the two health scores.
[0187] α T : The weight coefficient of age difference is used to adjust the effect of age on recovery time. This coefficient is obtained by analyzing large sample historical data. Regression analysis or correlation analysis is usually used to determine its reasonable range to ensure the accuracy of recovery time prediction.
[0188] β T : Weight coefficient of health status difference, used to adjust the impact of health status on recovery time. This coefficient is set in combination with the correlation between health status score and recovery time to ensure the scientific nature of recovery time prediction.
[0189] Δ s : Wound severity difference, which indicates the difference in severity between the current wound and similar cases. Wound severity is assessed by experts.
[0190] γ T: The weight coefficient of wound severity is used to adjust the impact of wound complexity on recovery time. This coefficient is obtained through the correlation analysis of wound complexity and recovery time in historical data to ensure the rationality of the coefficient.
[0191] Calculation example:
[0192] Set the following values: Average recovery time T for similar patients r = 3 days, age difference Δ a =10 years old, health status difference Δ h =0.2, indicating that there is a small difference in health score and a small difference in wound severity Δ s =0.3, indicating that there are slight differences in the severity of the wound surface, and the weight coefficient of age difference α T =0.05, weight coefficient of health status difference β T =0.1, weight coefficient of wound severity γ T =0.15.
[0193] Calculation process:
[0194] T=T r ·(1+α T Δ a +β T Δ h )·(1+γ T Δ s )
[0195] =3·(1+0.05·10+0.1·0.2)·(1+0.15·0.3)
[0196] =3·(1+0.5+0.02)·(1+0.045)
[0197] =3·1.52·1.045
[0198] ≈4.7562
[0199] The calculated predicted recovery time T≈4.76 days means that after considering the differences in age, health status and wound severity between the current patient and similar patients, the estimated time required to recover to the target effect will be longer than the original 3 days. The results can help medical staff make reasonable estimates of the recovery process and adjust treatment plans accordingly.
[0200] A wound repair system combining traditional Chinese medicine with VSD drainage, the wound repair system combining traditional Chinese medicine with VSD drainage is used to perform the wound repair method combining traditional Chinese medicine with VSD drainage, the system comprises:
[0201] The wound size analysis module is based on the patient's wound image. By analyzing the image, the wound edge position is identified, and the wound size is evaluated using the wound area and shape to obtain the wound size evaluation result.
[0202] The matching repair fluid identification module evaluates the matching degree of the differentiated Chinese medicine repair fluid based on the wound size assessment result, combined with the body part, wound type, and wound depth of the wound, and according to the historical usage data of the differentiated Chinese medicine repair fluid, identifies the Chinese medicine repair fluid that matches the current wound, and obtains the matching Chinese medicine repair fluid identification result;
[0203] The TCM repair implementation module selects the target TCM repair liquid based on the matching TCM repair liquid identification results and the cost price of the TCM repair liquid. The medical staff repairs the wound surface and obtains the TCM repair results.
[0204] The negative pressure aspiration selection module selects a suitable type of VSD device based on the Chinese medicine repair results and wound size assessment results according to the wound size. Medical staff use the selected VSD device to implement negative pressure aspiration treatment and obtain the negative pressure aspiration implementation results.
[0205] The negative pressure suction removal module is based on the implementation results of negative pressure suction, according to the treatment records of similar wounds, combined with the patient's age and physical condition, to predict the time required to achieve the target recovery effect, select a suitable date to remove the VSD device, and perform wound care with traditional Chinese medicine repair fluid to obtain wound repair treatment information.
[0206] The above are only preferred embodiments of the present invention and are not intended to limit the present invention in other forms. Any technician familiar with the profession may use the technical contents disclosed above to change or modify them into equivalent embodiments with equivalent changes and apply them to other fields. However, any simple modification, equivalent change and modification made to the above embodiments based on the technical essence of the present invention without departing from the technical solution of the present invention still falls within the protection scope of the technical solution of the present invention.
Claims
1. A wound repair method combining traditional Chinese medicine and VSD drainage, characterized in that: The following steps are involved: Based on the patient's wound image, the wound edge position is identified by analyzing the image, and the wound size is evaluated using the wound area and shape to obtain the wound size evaluation result; Based on the wound size assessment result, combined with the body part where the wound is located, the wound type, and the wound depth, according to the historical usage data of the differentiated Chinese medicine repair liquid, the matching degree of the differentiated Chinese medicine repair liquid is evaluated, the Chinese medicine repair liquid that matches the current wound is identified, and according to the cost price of the Chinese medicine repair liquid, the target Chinese medicine repair liquid is selected, and the wound is repaired by medical staff to obtain the Chinese medicine repair result; Based on the Chinese medicine repair results and the wound size assessment results, a VSD device of a suitable model is selected according to the wound size, and the medical staff uses the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation results; Based on the negative pressure aspiration implementation results, according to the treatment records of similar wounds, combined with the patient's age and physical condition, the time required to achieve the target recovery effect is predicted, and a suitable date is selected for VSD device removal. The wound is then cared for using Chinese medicine repair fluid to obtain wound repair treatment information.
2. The wound repair method combining traditional Chinese medicine and VSD drainage according to claim 1, characterized in that: The method for identifying the wound edge position is: Based on the wound site of the patient, the wound site image is captured by an image capturing device, and the image quality is optimized by preprocessing the image to obtain wound image information; Based on the wound surface image information, the formula: Calculate the gradient strength S of the pixel, where k1 and k2 are weighting coefficients, G x and G y are the gradients of the pixel in the horizontal and vertical directions respectively, and S is the gradient strength of the pixel; Based on the gradient strength S of the pixel point, it is compared with a preset gradient threshold, and the pixel point whose gradient strength exceeds the preset gradient threshold is marked as the wound edge to obtain a wound edge marking result.
3. The wound repair method combining traditional Chinese medicine and VSD drainage according to claim 2, characterized in that: The steps for obtaining the wound size assessment result are as follows: Based on the wound edge marking result, the total number of pixels in the wound area is extracted through image analysis, and the formula is: A=N·a D Calculate the wound area A, where N represents the number of pixels in the wound area, a D is the area scaling factor; Based on the wound area A and the shape of the wound, the formula is: Calculate the wound size index D to obtain the wound size assessment result, where A represents the wound area, k D is the shape coefficient, C represents the curvature of the wound edge, α D is the exponential adjustment factor, β D is the base offset of curvature, γ D is the standardized coefficient, D is the wound size index, and e is the base of the natural logarithm.
4. The wound repair method combining traditional Chinese medicine and VSD drainage according to claim 1, characterized in that: The method for identifying the Chinese medicine repair liquid that matches the current wound surface is: Extracting features of the current wound based on the wound size assessment result, the features of the current wound including wound depth, body part, wound type and wound size index; Based on the characteristics of the current wound, the applicable data of differentiated Chinese medicine repair fluids are extracted, including the applicable wound depth, applicable site, applicable wound type and applicable wound size corresponding to each Chinese medicine repair fluid, through the formula: Calculate the matching score M between the Chinese medicine repair solution and the current wound surface, where w d 、w p 、w t and w s is the weight coefficient, δ(P, P m ) and δ(T, T m ) is the difference function, when P = P m Or T = T m 0 is returned when the wound is in the state of being wounded, otherwise 1 is returned. d, P, T and D are the current wound depth, location, type and size indicators respectively. d m , P m , T m and D m is the depth, location, type and size of the wound that each Chinese medicine repair solution is suitable for, and M is the matching score; Based on the matching score M, it is compared with a preset matching threshold, and the traditional Chinese medicine repair fluid whose matching score exceeds the preset threshold is marked to obtain a matching traditional Chinese medicine repair fluid identification result.
5. The wound repair method combining traditional Chinese medicine and VSD drainage according to claim 4, characterized in that: The steps for obtaining the Chinese medicine repair results are: Based on the matching results of the traditional Chinese medicine repair solution, combined with the cost of each traditional Chinese medicine repair solution, the formula is: Calculate the profit score R of each Chinese medicine repair solution, where ξ R is the weight coefficient, λ R is the regularization coefficient, M is the matching score, B is the cost of the Chinese medicine repair solution, and R is the benefit score of the Chinese medicine repair solution; Based on the profit score R of the traditional Chinese medicine repair fluid, by comparing the profit scores of differentiated traditional Chinese medicine repair fluids, the target traditional Chinese medicine repair fluid is selected, and the wound surface is repaired by medical staff to obtain the traditional Chinese medicine repair result.
6. The wound repair method combining traditional Chinese medicine and VSD drainage according to claim 1, characterized in that: The steps for obtaining the negative pressure suction implementation result are: Based on the Chinese medicine repair results and wound size assessment results, according to the wound size index and wound area, the formula is: Calculate the selectivity index I of the VSD device, where κ I is the adjustment parameter, D is the wound size index, A is the wound area, and A m is the applicable area range of the VSD device, and I is the selection index; Based on the selection index I of the VSD device, a VSD device of corresponding size is selected according to the size of the selection index, and medical staff use the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation result.
7. The wound repair method combining traditional Chinese medicine and VSD drainage according to claim 1, characterized in that: The steps for obtaining the wound repair processing information are as follows: Based on the negative pressure aspiration implementation results, according to the treatment records of similar wounds, combined with the patient's age and physical condition, the formula is: T=T r ·(1+a T ·D a +b T ·D h )·(1+γ T ·D s ) Calculate the predicted recovery time T required to achieve the target recovery effect, where T r is the average recovery time of patients with similar wounds, Δ a is the age difference, Δ h is the difference in health status, α T is the weight coefficient of age difference, β T is the weight coefficient of health status difference, Δ s is the difference in wound severity, γ T is the weight coefficient of wound severity, T is the predicted recovery time; Based on the predicted recovery time T required to achieve the target recovery effect, a suitable date is selected to remove the VSD device, and wound care is performed using a traditional Chinese medicine repair solution to obtain wound repair treatment information.
8. A wound repair system combining traditional Chinese medicine and VSD drainage, characterized in that: According to any one of claims 1 to 7, the wound repair method combining traditional Chinese medicine and VSD drainage comprises: The wound size analysis module is based on the patient's wound image. By analyzing the image, the wound edge position is identified, and the wound size is evaluated using the wound area and shape to obtain the wound size evaluation result. The matching repair fluid identification module evaluates the matching degree of the differentiated Chinese medicine repair fluid based on the wound size evaluation result, the body part where the wound is located, the wound type, and the wound depth, and the historical usage data of the differentiated Chinese medicine repair fluid, identifies the Chinese medicine repair fluid that matches the current wound, and obtains the matching Chinese medicine repair fluid identification result; The Chinese medicine repair implementation module selects the target Chinese medicine repair liquid based on the matching Chinese medicine repair liquid identification result and the cost price of the Chinese medicine repair liquid, and repairs the wound surface through medical staff to obtain the Chinese medicine repair result; The negative pressure aspiration selection module selects a VSD device of a suitable model based on the Chinese medicine repair result and the wound size assessment result according to the wound size, and the medical staff uses the selected VSD device to implement negative pressure aspiration treatment to obtain the negative pressure aspiration implementation result; The negative pressure suction removal module predicts the time required to achieve the target recovery effect based on the negative pressure suction implementation results, according to the treatment records of similar wounds, and combined with the patient's age and physical condition, selects a suitable date to remove the VSD device, and performs wound care with traditional Chinese medicine repair fluid to obtain wound repair treatment information.
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