A diagnosis and treatment system for oligoasthenoteratozoospermia in men based on multi-modal data fusion of traditional Chinese and western medicine and a control method thereof

Abstract

The application discloses a kind of diagnosis and treatment system of male oligoasthenoteratospermia of traditional Chinese and western medicine combination based on multi-modal data fusion and control method thereof.System includes: data acquisition module, acquisition western medicine test data (sperm concentration, activity, morphological rate), Chinese medicine symptom questionnaire, tongue diagnosis, pulse diagnosis data;Data processing module, pre-process multi-modal data;Syndrome type determination module, embedding the determination rule of five kinds of syndromes, such as kidney yang deficiency, kidney yin deficiency, dampness-heat down-regulation, qi stagnation and blood stasis, deficiency of qi and blood;Treatment scheme generation module, built-in western medicine, Chinese medicine and life intervention comprehensive scheme corresponding to each syndrome type;Output module, output syndrome type and individualized treatment scheme.The present application realizes the deep integration of traditional Chinese and western medicine diagnosis and treatment through multi-modal data fusion, realizes the objective quantification of syndrome differentiation through rule determination, realizes the integrated output from diagnosis to treatment, and solves the problems of data fragmentation, strong subjectivity of syndrome differentiation and difficulty in generating individualized scheme in the prior art.

Description

Technical Field

[0002] This invention relates to the field of medical artificial intelligence technology, specifically to a diagnostic and treatment system for male oligoasthenospermia and teratospermia based on multimodal data fusion and integrating traditional Chinese and Western medicine, and its control method. Background Technology

[0004] Male infertility is a common reproductive system disease, with oligospermia, asthenospermia, and teratospermia (collectively known as "oligospermia, asthenospermia, teratospermia") being the main causes. Currently, the diagnosis and treatment of oligospermia, asthenospermia, teratospermia mainly face the following challenges:

[0005] (1) Data separation between Chinese and Western medicine: Western medicine test data (semen analysis, hormone levels, etc.) and Chinese medicine four diagnostic information (tongue appearance, pulse appearance, symptoms) are stored and analyzed separately, lacking a unified quantitative correlation model, which makes it difficult to deeply integrate Chinese and Western medicine diagnosis and treatment.

[0006] (2) Strong subjectivity in diagnosis: TCM diagnosis relies on the personal experience of physicians, and there is poor consistency among different physicians. There is a lack of objective quantitative judgment standards.

[0007] (3) Difficulty in generating individualized treatment plans: Most existing diagnostic and treatment systems stop at diagnosis and fail to extend to the generation of individualized treatment plans, thus failing to provide full-process assistance from "disease identification and syndrome differentiation" to "prescription and treatment".

[0008] Therefore, developing a diagnostic and treatment system that can integrate multimodal data from traditional Chinese and Western medicine, objectively quantify syndrome differentiation, and automatically generate individualized treatment plans has significant clinical value and application prospects. Summary of the Invention

[0010] I. Purpose of the Invention

[0011] The present invention aims to provide a diagnostic and treatment system and control method for male oligoasthenospermia based on multimodal data fusion and integrated traditional Chinese and Western medicine, so as to solve the technical problems of fragmented traditional Chinese and Western medicine data, strong subjectivity in diagnosis and treatment, and difficulty in generating individualized treatment plans in the existing technology.

[0012] II. Technical Solution

[0013] This invention provides a diagnostic and treatment system for male oligoasthenospermia and teratospermia based on multimodal data fusion and integrating traditional Chinese and Western medicine, comprising:

[0014] (1) Data acquisition module, used to collect the following multimodal data from patients:

[0015] • Western medical test data: including sperm concentration (×10) 6 / mL), percentage of progressively motile sperm (%), percentage of normally morphological sperm (%);

[0016] • Traditional Chinese Medicine Symptom Questionnaire Data: Includes symptoms such as soreness and weakness of the lower back and knees, aversion to cold and cold limbs, decreased libido, dry mouth and tongue, hot flashes and night sweats, yellow urine and constipation, dizziness, shortness of breath and palpitations, insomnia and dreaminess, dry throat and bitter taste in the mouth, scrotal dampness, perineal distension, and lower abdominal pain. Each symptom is scored from 0 to 3 points.

[0017] • Tongue diagnosis data: including tongue body (pale red / red / dark purple / pale white) and tongue coating (thin white / yellow greasy / white greasy / sparse coating);

[0018] • Pulse diagnosis data: including pulse position (superficial / middle / deep), pulse strength (strong / weak), pulse rate (rapid / slow / moderate), pulse shape (bounding / fine / wiry / soft), and pulse momentum (slippery / hesitant).

[0019] (2) Data processing module, used to preprocess the collected multimodal data, including: normalizing the Western medicine test data; encoding and converting the tongue diagnosis and pulse diagnosis data; and numericalizing the symptom questionnaire data.

[0020] (3) A certificate type determination module, which has a preset certificate type determination rule base embedded in it. The rule base includes the following determination rules:

[0021] Rule 1 (Determination of Kidney Yang Deficiency): If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of the symptoms "lower back and knee weakness" + "cold limbs" + "decreased libido" is ≥4, and the tongue is pale red or pale white with a thin white coating, and the pulse is deep, slow and weak or deep and thready and weak, then it is diagnosed as kidney yang deficiency syndrome.

[0022] Rule 2 (Determination of Kidney Yin Deficiency Syndrome): If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of the symptoms "dry mouth and tongue" + "hot flashes and night sweats" + "yellow urine and constipation" is ≥4, and the tongue is red with little or no coating, and the pulse is thready and rapid, then it is diagnosed as kidney yin deficiency syndrome.

[0023] Rule 3 (Judgment of Damp-Heat Syndrome): If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of the symptoms "dry throat and bitter taste in mouth" + "scrotal dampness" is ≥4, and the tongue is red with a yellow and greasy coating, and the pulse is slippery and rapid, then it is diagnosed as damp-heat syndrome.

[0024] Rule 4 (Judgment of Qi Stagnation and Blood Stasis Syndrome): If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of "perineal distension" + "lower abdominal stabbing pain" in the symptoms is ≥4, and the tongue is dark purple and the pulse is choppy, then it is diagnosed as qi stagnation and blood stasis syndrome.

[0025] Rule 5 (Determination of Qi and Blood Deficiency Syndrome): If sperm concentration < 15 × 10 6 If the percentage of forward-motile sperm is <32% or the percentage of normal-morphological sperm is <4%, and the total score of symptoms "dizziness + shortness of breath + palpitations + insomnia and dreaminess" is ≥4, and the tongue is pale red or pale white with a thin white coating, and the pulse is weak and thready, then it is diagnosed as a deficiency of Qi and Blood.

[0026] (4) Treatment plan generation module, which contains a treatment plan library corresponding to each syndrome type:

[0027] Syndrome Differentiation, Western Medicine Recommendations, Traditional Chinese Medicine Formulas, and Lifestyle Interventions

[0028] For kidney yang deficiency syndrome: Vitamin E (100mg, 3 times daily) + kallikrein enteric-coated tablets (240 units, 3 times daily) + L-carnitine oral solution (10ml, 3 times daily). Modified Yougui Yin (Rehmannia glutinosa 15g, Cornus officinalis 12g, Dioscorea opposita 15g, Lycium barbarum 15g, Eucommia ulmoides 15g, Cinnamomum cassia 6g, Angelica sinensis 12g, Curculigo orchioides 9g, Epimedium brevicornu 12g). Avoid raw and cold foods, appropriately warm and nourishing, and maintain a regular sleep schedule.

[0029] For kidney yin deficiency syndrome: Vitamin E (100mg, 3 times daily) + kallikrein enteric-coated tablets (240 units, 3 times daily) + L-carnitine oral solution (10ml, 3 times daily). Modified Zuogui Yin (Rehmannia glutinosa 15g, Cornus officinalis 12g, Dioscorea opposita 15g, Lycium barbarum 15g, Cuscuta chinensis 15g, Astragalus complanatus 15g, Ligustrum lucidum 15g, Eclipta prostrata 15g). Avoid staying up late, moderate sexual activity, and avoid warming and drying foods.

[0030] For damp-heat syndrome, administer Vitamin E (100mg, 3 times daily) + Coenzyme Q10 (10mg, 3 times daily) + Selenium yeast tablets (100ug, twice daily). Modified Cheng's Dioscorea Hypoglauca Decoction (Dioscorea hypoglauca 15g, Acorus tatarinowii 10g, Phellodendron chinense 10g, Atractylodes lancea 10g, Atractylodes macrocephala 10g, Coix lacryma-jobi 30g, Poria cocos 15g, Salvia miltiorrhiza 15g, Plantago asiatica 15g). Maintain a light diet, avoid spicy and stimulating foods, abstain from smoking and alcohol, reduce sedentary time, and engage in appropriate exercise.

[0031] For Qi stagnation and blood stasis syndrome: Daflon tablets (150mg, twice daily) + kallikrein enteric-coated tablets (240 units, three times daily) + Coenzyme Q10 (10mg, three times daily). Modified Xuefu Zhuyu Decoction (peach kernel 10g, safflower 10g, red peony root 10g, chuanxiong rhizome 10g, angelica root 10g, cinnamon twig 10g, poria cocos 12g, bupleurum root 10g, luffa fruit 15g). Avoid prolonged sitting and engage in appropriate exercise.

[0032] For Qi and Blood Deficiency Syndrome: Vitamin E (100mg, 3 times daily) + Kallikrein Enteric-coated Tablets (240 IU, 3 times daily) + L-carnitine Oral Solution (10ml, 3 times daily). Modified Bazhen Decoction (Codonopsis pilosula 15g, Atractylodes macrocephala 10g, Poria cocos 12g, Glycyrrhiza uralensis 6g, Angelica sinensis 10g, Paeonia lactiflora 10g, Ligusticum chuanxiong 6g, Rehmannia glutinosa 15g, Cuscuta chinensis 15g, Astragalus complanatus 15g, Morinda officinalis 10g). Maintain regular sleep patterns and supplement with appropriate nutrition.

[0033] (5) Output module, used to output the syndrome type determination results and the corresponding individualized treatment plan.

[0034] This invention also provides a control method for a diagnostic and treatment system for male oligoasthenospermia based on multimodal data fusion and integrated traditional Chinese and Western medicine, comprising the following steps:

[0035] • Step S1: Collect the patient's Western medicine test data, traditional Chinese medicine symptom questionnaire data, tongue diagnosis data, and pulse diagnosis data through the data acquisition module;

[0036] • Step S2: Preprocess the collected multimodal data using the data processing module;

[0037] • Step S3: Input the preprocessed data into the syndrome type determination module, and output the patient's syndrome type classification result according to the preset syndrome type determination rule library;

[0038] • Step S4: Based on the syndrome classification results, call the corresponding treatment plan from the treatment plan generation module;

[0039] • Step S5: Output the syndrome differentiation results and individualized treatment plan through the output module.

[0040] III. Beneficial Effects

[0041] Compared with the prior art, the present invention has the following beneficial effects:

[0042] (1) Deep integration of Chinese and Western medicine data: This invention is the first to integrate and analyze Western medicine test data and Chinese medicine four diagnostic information under the same framework, which solves the problem of the separation of Chinese and Western medicine data in the existing technology and realizes the true meaning of integrated Chinese and Western medicine diagnosis and treatment.

[0043] (2) Objectification and standardization of syndrome differentiation: This invention encodes the TCM syndrome differentiation rules into computable decision logic, which makes the syndrome differentiation results more repeatable and objective, and avoids the subjectivity of traditional syndrome differentiation that relies on the physician's personal experience.

[0044] (3) Integrated diagnosis and treatment: Based on the diagnosis of syndrome type, the present invention automatically associates with the preset treatment plan library, realizes full-process assistance from diagnosis to treatment, and outputs individualized treatment plans that can be used directly.

[0045] (4) Comprehensive coverage: This invention covers five common syndromes of oligoasthenospermia, asthenospermia, teratospermia, and necrozoospermia: kidney yang deficiency syndrome, kidney yin deficiency syndrome, damp-heat syndrome, qi stagnation and blood stasis syndrome, and qi and blood deficiency syndrome. It also provides a comprehensive treatment plan that integrates Western medicine, traditional Chinese medicine and lifestyle intervention for each syndrome. Attached Figure Description

[0047] Figure 1 This is a structural block diagram of the system of the present invention.

[0048] Figure 2 This is a flowchart of the control method of the present invention. Detailed Implementation

[0050] Example 1

[0051] The present invention will now be described in further detail with reference to the accompanying drawings and specific embodiments.

[0052] like Figure 1 As shown, the present invention provides a diagnostic and treatment system for male oligoasthenospermia based on multimodal data fusion and integrated traditional Chinese and Western medicine, comprising: a data acquisition module, a data processing module, a syndrome differentiation module, a treatment plan generation module, and an output module.

[0053] The data acquisition module is used to collect the following multimodal data from patients:

[0054] • Western medical test data: sperm concentration, percentage of progressively motile sperm, percentage of sperm with normal morphology;

[0055] • Traditional Chinese Medicine Symptom Questionnaire Data: Scores for 13 symptoms (0-3 points for each symptom);

[0056] • Tongue diagnosis data: Tongue body (pale red / red / dark purple / pale white), tongue coating (thin white / yellow greasy / white greasy / sparse coating);

[0057] • Pulse diagnosis data: pulse location, pulse strength, pulse rate, pulse shape, pulse momentum.

[0058] The data processing module preprocesses the collected data: normalizes the Western medicine test data; converts the tongue diagnosis and pulse diagnosis data using unique thermal encoding; and quantifies the symptom questionnaire data.

[0059] The syndrome differentiation module embeds a rule library for syndrome differentiation based on rules 1 to 5. This module receives preprocessed multimodal data, performs matching and differentiation according to rules 1 to 5 in sequence, and outputs the patient's syndrome differentiation classification result.

[0060] The treatment plan generation module contains an embedded library of treatment plans corresponding to each syndrome type. Based on the syndrome type determination result, this module calls upon the corresponding treatment plan (including Western medicine recommendations, traditional Chinese medicine prescriptions, and lifestyle interventions).

[0061] The output module outputs the syndrome differentiation results and individualized treatment plans in text form for clinicians to refer to.

[0062] like Figure 2 As shown, the control method of the present invention includes the following steps:

[0063] • S1: Acquire multimodal data;

[0064] S2: Data preprocessing;

[0065] • S3: Certificate type determination (matching in the order of rule 1 → rule 2 → rule 3 → rule 4 → rule 5);

[0066] S4: Generate treatment plans;

[0067] S5: Output results.

[0068] Typical application examples

[0069] Take a 35-year-old male infertility patient as an example:

[0070] The collected data is as follows:

[0071] • Semen analysis: Sperm concentration 12 × 10⁻⁶ 6 / mL (lower than normal), percentage of progressively motile sperm 28% (lower than normal), percentage of normally morphological sperm 3% (lower than normal);

[0072] Symptom scores: Lower back and knee pain 3 points, cold limbs 2 points, decreased libido 2 points (total 7 points);

[0073] Tongue diagnosis: The tongue is pale white with a thin white coating;

[0074] • Pulse diagnosis: The pulse is deep, slow, and weak.

[0075] The system judges according to rule 1: sperm concentration <15, total symptom score ≥4, pale tongue with thin white coating, and deep, slow, and weak pulse—if all conditions are met, it is judged as kidney yang deficiency syndrome.

[0076] The system calls the corresponding treatment plan from the treatment plan generation module:

[0077] • Recommended Western medicine: Vitamin E (100mg, 3 times daily) + kallikrein enteric-coated tablets (240 units, 3 times daily) + L-carnitine oral solution (10ml, 3 times daily).

[0078] • Traditional Chinese medicine prescription: Modified Yougui Yin (15g Rehmannia glutinosa, 12g Cornus officinalis, 15g Dioscorea opposita, 15g Lycium barbarum, 15g Eucommia ulmoides, 6g Cinnamomum cassia, 12g Angelica sinensis, 9g Curculigo orchioides, 12g Epimedium brevicornu);

[0079] • Lifestyle interventions: Avoid raw and cold foods, provide appropriate warming supplements, and maintain a regular sleep schedule.

[0080] The system outputs the above results for clinicians' reference.

[0082] The above description is merely a preferred embodiment of the present invention and is not intended to limit the invention. Any modifications, equivalent substitutions, and improvements made within the spirit and principles of the present invention should be included within the scope of protection of the present invention.

Claims

1. A diagnostic and treatment system for male oligoasthenospermia based on multimodal data fusion and integrating traditional Chinese and Western medicine, characterized in that, include: The data acquisition module is used to collect the following multimodal data from patients: • Western medical test data: including sperm concentration (×10) 6 / mL), percentage of progressively motile sperm (%), percentage of normally morphological sperm (%); • Traditional Chinese Medicine Symptom Questionnaire Data: Includes symptoms such as soreness and weakness of the lower back and knees, aversion to cold and cold limbs, decreased libido, dry mouth and tongue, hot flashes and night sweats, yellow urine and constipation, dizziness, shortness of breath and palpitations, insomnia and dreaminess, dry throat and bitter taste in the mouth, scrotal dampness, perineal distension and lower abdominal pain. Each symptom is scored from 0 to 3 points. • Tongue diagnosis data: including tongue body (pale red / red / dark purple / pale white) and tongue coating (thin white / yellow greasy / white greasy / sparse coating); • Pulse diagnosis data: including pulse position (superficial / middle / deep), pulse strength (strong / weak), pulse rate (rapid / slow / moderate), pulse shape (bounding / thready / wiry / soft), and pulse momentum (slippery / hesitant); The data processing module is used to preprocess the collected multimodal data; The certificate type determination module has a pre-set certificate type determination rule base embedded within it. The rule base includes the following determination rules: Rule 1: If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of "lower back and knee weakness" + "cold limbs" + "decreased libido" is ≥4, and the tongue is pale red or pale white with a thin white coating, and the pulse is deep, slow and weak or deep and thready and weak, then it is diagnosed as kidney yang deficiency syndrome. Rule 2: If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of "dry mouth and tongue" + "hot flashes and night sweats" + "yellow urine and constipation" is ≥4, and the tongue is red with little or no coating, and the pulse is thready and rapid, then it is diagnosed as kidney yin deficiency syndrome. Rule 3: If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of "dry throat and bitter taste in mouth" + "scrotal dampness" is ≥4, and the tongue is red with a yellow and greasy coating, and the pulse is slippery and rapid, then it is diagnosed as damp-heat syndrome. Rule 4: If sperm concentration < 15 × 10 6 If the percentage of sperm with positive motility is <32% or the percentage of sperm with normal morphology is <4%, and the total score of "perineal distension" + "lower abdominal stabbing pain" is ≥4, and the tongue is dark purple and the pulse is choppy, then it is diagnosed as qi stagnation and blood stasis syndrome. Rule 5: If sperm concentration < 15 × 10 6 If the percentage of forward-motile sperm is <32% or the percentage of normal-morphological sperm is <4%, and the total score of "dizziness + shortness of breath + palpitations + insomnia and dreaminess" is ≥4, and the tongue is pale red or pale white with a thin white coating, and the pulse is weak and thready, then it is determined to be a deficiency of qi and blood. The treatment plan generation module contains a library of treatment plans corresponding to each syndrome type. The output module is used to output the syndrome differentiation results and the corresponding individualized treatment plan.

2. The system according to claim 1, characterized in that, The treatment regimen library includes: Syndrome Differentiation, Western Medicine Recommendations, Traditional Chinese Medicine Formulas, and Lifestyle Interventions For kidney yang deficiency syndrome: Vitamin E (100mg, 3 times daily) + kallikrein enteric-coated tablets (240 units, 3 times daily) + L-carnitine oral solution (10ml, 3 times daily). Modified Yougui Yin formula: Rehmannia glutinosa 15g, Cornus officinalis 12g, Dioscorea opposita 15g, Lycium barbarum 15g, Eucommia ulmoides 15g, Cinnamomum cassia 6g, Angelica sinensis 12g, Curculigo orchioides 9g, Epimedium brevicornu 12g. Avoid raw and cold foods, appropriately warm and nourishing, and maintain a regular sleep schedule. For kidney yin deficiency syndrome: Vitamin E (100mg, 3 times daily) + kallikrein enteric-coated tablets (240 units, 3 times daily) + L-carnitine oral solution (10ml, 3 times daily). Modified Zuogui Yin formula: Rehmannia glutinosa 15g, Cornus officinalis 12g, Dioscorea opposita 15g, Lycium barbarum 15g, Cuscuta chinensis 15g, Astragalus complanatus 15g, Ligustrum lucidum 15g, Eclipta prostrata 15g. Avoid staying up late, moderate sexual activity, and avoid warming and drying foods. For damp-heat syndrome, administer Vitamin E (100mg, 3 times daily) + Coenzyme Q10 (10mg, 3 times daily) + Selenium yeast tablets (100ug, twice daily). Modified Cheng's Dioscorea Hypoglauca Decoction: Dioscorea hypoglauca 15g, Acorus tatarinowii 10g, Phellodendron chinense 10g, Atractylodes lancea 10g, Atractylodes macrocephala 10g, Coix lacryma-jobi 30g, Poria cocos 15g, Salvia miltiorrhiza 15g, Plantago asiatica 15g. Maintain a light diet, avoid spicy and stimulating foods, abstain from smoking and alcohol, reduce sedentary time, and engage in appropriate exercise. For Qi stagnation and blood stasis syndrome, use Daflon tablets (150mg, twice daily) + enteric-coated pancreatin tablets (240 units, three times daily) + coenzyme Q10 (10mg, three times daily). Modified Xuefu Zhuyu Decoction: Peach kernel 10g, Safflower 10g, Red peony root 10g, Chuanxiong rhizome 10g, Angelica sinensis 10g, Cinnamon twig 10g, Poria cocos 12g, Bupleurum root 10g, and Liquidambar formosana 15g. Avoid prolonged sitting and engage in appropriate exercise. For deficiency of Qi and Blood: Vitamin E (100mg, 3 times daily) + kallikrein enteric-coated tablets (240 units, 3 times daily) + L-carnitine oral solution (10ml, 3 times daily). Modified Bazhen Decoction: Codonopsis pilosula 15g, Atractylodes macrocephala 10g, Poria cocos 12g, Glycyrrhiza uralensis 6g, Angelica sinensis 10g, Paeonia lactiflora 10g, Ligusticum chuanxiong 6g, Rehmannia glutinosa 15g, Cuscuta chinensis 15g, Astragalus complanatus 15g, Morinda officinalis 10g. Maintain regular sleep schedule and supplement nutrition appropriately.

3. The system according to claim 1, characterized in that, The data processing module uses the Z-Score method to normalize the Western medicine test data, uses unique thermal coding to convert the tongue diagnosis data and pulse diagnosis data, and performs numerical processing on the traditional Chinese medicine symptom questionnaire data.

4. The system according to claim 1, characterized in that, The certificate type determination module performs step-by-step matching according to the preset order of rules 1 to 5. When the first rule that satisfies all the conditions is matched, the corresponding certificate type is output and the determination of subsequent rules is no longer executed.

5. A control method for a multimodal data fusion-based integrated traditional Chinese and Western medicine diagnostic and treatment system for male oligoasthenospermia, asthenospermia, and teratospermia, characterized in that, Includes the following steps: Step S1: Collect the patient's Western medicine test data, traditional Chinese medicine symptom questionnaire data, tongue diagnosis data, and pulse diagnosis data through the data acquisition module; Step S2: Preprocess the collected multimodal data using the data processing module; Step S3: Input the preprocessed data into the syndrome type determination module, and output the patient's syndrome type classification result according to the preset syndrome type determination rule library; Step S4: Based on the syndrome classification results, call the corresponding treatment plan in the treatment plan generation module; Step S5: Output the syndrome differentiation results and individualized treatment plan through the output module.

6. The control method according to claim 5, characterized in that, In step S3, the certificate type determination module makes determinations according to the following rules in sequence: First, determine if the conditions for Kidney Yang Deficiency Syndrome are met. If they are, output Kidney Yang Deficiency Syndrome. If not, continue to determine if the conditions for Kidney Yin Deficiency Syndrome are met. If they are, output Kidney Yin Deficiency Syndrome. If not, continue to determine if the conditions for Damp-Heat Accumulation Syndrome are met. If they are, output Damp-Heat Accumulation Syndrome. If not, continue to determine if the conditions for Qi Stagnation and Blood Stasis Syndrome are met. If they are, output Qi Stagnation and Blood Stasis Syndrome. If not, continue to determine if the conditions for Qi and Blood Deficiency Syndrome are met. If they are, output Qi and Blood Deficiency Syndrome. If none of these conditions are met, output "Syndrome type not identified".

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