The enlightenment of artificial intelligence large-scale model on the research of intelligent eye diagnosis in traditional Chinese medicine

Eye diagnosis is a method for inspecting systemic diseases and syndromes by observing the eyes.With the development of intelligent diagnosis in traditional Chinese medicine(TCM);artificial intelligence(AI)can improve the accuracy and efficiency of eye diagnosis.However;the research on intelligent eye diagnosis still faces many challenges;including the lack of standardized and precisely labeled data;multi-modal information analysis;and artificial in-telligence models for syndrome differentiation.The widespread application of AI models in medicine provides new insights and opportunities for the research of eye diagnosis intelli-gence.This study elaborates on the three key technologies of AI models in the intelligent ap-plication of TCM eye diagnosis;and explores the implications for the research of eye diagno-sis intelligence.First;a database concerning eye diagnosis was established based on self-su-pervised learning so as to solve the issues related to the lack of standardized and precisely la-beled data.Next;the cross-modal understanding and generation of deep neural network models to address the problem of lacking multi-modal information analysis.Last;the build-ing of data-driven models for eye diagnosis to tackle the issue of the absence of syndrome dif-ferentiation models.In summary;research on intelligent eye diagnosis has great potential to be applied the surge of AI model applications.

Comprehensive Rehabilitation Therapy of Traditional Chinese Medicine Combined with Modern Rehabilitation Training Improves the Spasticity and Motor Function of Hemiplegia after Stroke

Objective:To analyze the impact of comprehensive rehabilitation therapy of traditional Chinese medicine(TCM)(based on modern rehabilitation training)on the spasticity and motor function in stroke patients with hemiplegia.Methods:Seventy-nine stroke and hemiplegia patients admitted to the hospital from June 2021 to June 2023 were selected and randomly divided into a control group(39 cases)using modern rehabilitation training,and an observation group combined with comprehensive TCM rehabilitation therapy(40 cases),over 1 month.The clinical index data of the two groups were compared.Results:There were differences in the clinical index data between the two groups.The total effective rate after 2 treatment in the observation group(92.50%)was higher than that of the control group(74.36%)(χ^(2)=4.727,P<0.05).All central sensitization inventory(CSI)and stroke quality of life(PRO)scores in both groups were lower after treatment,with the observation group having lower scores as compared to the control group(P<0.05).The scores of FMA(upper limbs,lower limbs),Barthel index scores,and Functional Ambulation Categories(FAC)scores of both groups increased after treatment,with the observation group having higher scores as compared to the control group(P<0.05).Conclusion:Comprehensive TCM rehabilitation therapy had a significant therapeutic effect on patients with hemiplegia after stroke.It improved the patient’s spasticity,limb movement,and walking function.Their daily living abilities and quality of life were also enhanced.

Chinese herbal medicine for the treatment of endocrine therapyrelated osteoporosis among patients with breast cancer:A systematic review and meta-analysis

Objective To assess the efficacy and safety of combining traditional Chinese medicine(TCM),specifically Chinese herbal medicine(CHM),with Western medicine(WM),compared to WM alone to treat breast cancer endocrine therapy-related osteoporosis(BCET-OP)by meta-analysis.Methods Thirty-eight randomized controlled trials involving 2170 participants were analyzed.Eight databases were searched for articles published between inception and December 2023.Quality assessment was performed using the Risk of Bias 2 tool.Results Significant increases were observed in the TCM-WM group in lumbar vertebrae bone mineral density(BMD)(P<.001,mean difference(MD)=0.07,95%confidence interval(CI):0.06 to 0.08),lumbar vertebrae T-score(P=.0005,MD=0.21,95%CI:0.09 to 0.33)and collum femoris BMD(P=.01,MD=0.10,95%CI:0.02 to 0.19).No significant difference was observed between the groups in the collum femoris T-score and estradiol levels.Bone gla-protein levels were significantly increased in the TCM-WM group(P=.0002,MD=0.52,95%CI:0.25 to 0.79).Beta-CrossLaps decreased significantly in the TCM-WM group(P=.0008,MD=−0.10,95%CI:−0.16 to−0.04).No significant difference was observed between the TCM-WM and WM groups in alkaline phosphatase,in procollagen type I N-terminal propeptide,and in the Kupperman index.The visual analog score(VAS)was decreased in the TCM-WM group compared to the WM group(P<.001,MD=−1.40,95%CI:−1.94 to−0.87).No significant difference in adverse events was observed between the two groups.Conclusion Combining CHM with WM in patients with BCET-OP significantly improved BMD,T-score,and certain bone turnover markers and reduced the VAS score,indicating potential benefits for bone health and related pain.Adverse event analysis revealed no differences between the groups,supporting the feasibility of the combination therapy.However,further research,particularly in diverse populations,is required.

Mechanism of traditional Chinese medicine in the treatment of psoriasis with depression:A review

Psoriasis is a kind of immune-mediated, chronic, inflammatory skin disease, which is often associated with different degrees of psychological disorders. Specifically, there is a significant correlation between psoriasis and depression, and they show the relationships of reciprocal causation and mutual promotion. Psoriasis with depression is more harmful than simple psoriasis, and its prognosis is worse, which brings a huge burden to the family and society and is worthy of clinical attention. Based on the pathogenic factors of western medicine and pathogenesis of traditional Chinese medicine in psoriasis with depression, the paper summarized and elaborated the research progress on the mechanism of traditional Chinese medicine in the treatment of psoriasis with depression, in order to provide new ideas for clinical treatment.

Feasibility and Challenges of Interactive AI for Traditional Chinese Medicine: An Example of ChatGPT

As a complementary and alternative medicine(CAM),traditional Chinese medicine(TCM)represents an established medical system with a rich history and abundant clinical experience.TCM is an empirical medicine,the process of which is analogous to ChatGPT’s learning and development model.In TCM,inquiry is a relatively objective way of traditional syndrome differentiation.Although various artificial intelligence systems related to TCM consultation exist,their interactive abilities remain limited.The study standardized the primary complaint and instructed ChatGPT to simulate a TCM practitioner,conducting three comprehensive inquiry tests.The results yielded unexpected conclusions,revealing that ChatGPT could simulate a TCM practitioner’s inquiry with patients,confirming its potential in the field of TCM inquiry.However,current applications still pose certain limitations and risks.Hence,to integrate ChatGPT-like language models with traditional TCM AI to establish an associative mode that can facilitate TCM diagnosis and treatment with more convenience and standardization is crucial,yet at the same time,it should be treated very carefully.

Enhancing ulcerative colitis treatment with traditional Chinese medicine

Inflammatory bowel disease,particularly ulcerative colitis(UC),poses significant treatment challenges due to its chronic nature and potential for severe complications.This editorial reviews a recent network meta-analysis that evaluated the efficacy of and highlighted the superior outcomes achieved by combining each of five traditional Chinese medicine(TCM)formulations with mesalazine for the adjuvant treatment of UC.Clinical outcomes included enhanced mucosal healing,improved quality of life,and reduced recurrence rates.Additionally,the combination therapy resulted in a lower incidence of adverse reactions compared with mesalazine monotherapy.Despite these promising results,limitations such as variability in study quality and TCM dosage highlight the need for further highquality,large-sample,multicenter randomized controlled trials.This editorial underscores the potential of TCM in enhancing UC management and calls for more rigorous research to substantiate these findings and refine clinical guidelines.

Research Progress on Prevention and Treatment of Diabetes with Traditional Chinese Medicine Based on Intestinal Flora

In recent years,the World Health Organization has proposed the concept that only intes‐tinal health can lead to longevity.It can be seen that gut microbiota plays an important role in maintaining human health,and gut microbiota has become a hot topic in medical research.With the change of Chinese residents'lifestyle,the incidence rate of diabetes is increasing rapidly.Research shows that the incidence of diabetes is closely related to intestinal flora imbalance.Traditional Chinese medicine can reduce blood sugar and improve clinical symptoms by regulating intestinal flora.Based on the theory of tradi‐tional Chinese medicine,this paper discusses the etiology and pathogenesis of intestinal flora imbalance,and provides a theoretical basis for traditional Chinese medicine to regu‐late intestinal flora to prevent and treat diabetes.Intestinal flora is a complex ecosystem,which plays an important role in maintaining human health.The imbalance of intestinal flora may lead to the occurrence of diabetes.The dynamic balance of gut microbiota is closely related to the kidneys,spleen,liver,and lungs.Traditional Chinese medicine monomer and compound can prevent and cure diabetes by regulating intestinal flora.

An investigation of the influence of intestinal flora in external traditional Chinese medicine therapy

External therapy,which has been used for millennia to treat disease,has now become the newest member of complementary and alternative therapies.A growing number of clinical studies and animal experiments have shown that external therapy exerts a positive effect on the intestinal flora.In this paper,we review the research related to external therapy on various systemic diseases and focus on changes in the intestinal flora.We found that studies on external therapy are dominated by acupuncture and tuina,primarily aimed at the treatment of digestive and neurological diseases.However,the deeper mechanism of regulation of the intestinal flora by external therapy has not yet been experimentally confirmed.

Traditional Chinese Medicine as a Treatment for Rheumatoid Arthritis:From Empirical Practice to Evidence-Based Therapy

Rheumatoid arthritis(RA)is a common autoimmune condition with an elusive etiology.Conventional and biological disease-modifying drugs sometimes fail or produce only partial responses.Traditional Chinese medicine(TCM)has long been used in China as a treatment for RA and is achieving everincreasing acceptance worldwide.TCM treatments are traditionally guided by the theory of treatment based on TCM syndrome differentiation;however,they remain a matter of empirical practice relying on TCM theories and doctors’own experience,which places severe restrictions on worldwide TCM application.Nevertheless,TCM is a treasure trove for drug discovery,particularly as a treatment for complicated human conditions.The discoveries of artemisinin as a treatment for malaria and of TCM–arsenic trioxide(As2O3)combination therapy as a treatment for acute promyelocytic leukemia(APL)are excellent examples of the great value of TCM.Regarding RA treatments,many Chinese medicinal herbs and their formulas,extracts,ingredients,and even single compounds have been used in clinical applications.Several Chinese proprietary medicines(CPMs)derived from TCM formulas or herbal bioactive components,such as the controlled-release ZhengQingFengTongNing(ZQFTN)Tablets,Tripterygium Glycoside Tablets,and Total Glucosides of Peony(TGP)Capsules,have been included in the National Health Insurance Directory of China,and show comparable therapeutic efficacies to those of western chemical drugs with fewer side effects.As TCM research has advanced,particularly in the use of multidisciplinary technologies,the scientific foundations and characteristics of the use of TCM to treat RA have been revealed,and the quality of TCM treatments have been increasingly enhanced.However,TCM generally lacks sufficient clinical and laboratory data to be consistent with international standards for quality,safety,and efficacy in order to support its application worldwide.Therefore,intensive basic and clinical studies on TCM are required.In particular,investigations that use cutting-edge technologies in analytical chemistry,biology,and biomedical sciences,and the development of randomized clinical trials(RCTs)and personalized pragmatic randomized controlled trials(PPRCTs)are necessary.Researchers should also collaborate to advance TCM from empirical practice to evidence-based therapy,thus consistently promoting TCM development and globalization in a vital,beneficial,and contributable manner.

Traditional Chinese medicine ointment combined with tuina therapy in treatment of pain and swelling after total knee arthroplasty

BACKGROUND The most effective treatment for knee joint pain is total knee arthroplasty(TKA),but the risk of pain and swelling in patients after surgery is high.Ice application,ankle pump exercise and non-steroidal anti-inflammatory painkillers are the primary clinical treatments after surgery.However,long-term use of nonsteroidal anti-inflammatory pain relievers can easily cause gastrointestinal damage.Traditional Chinese medicine(TCM)ointments and tuina therapy integrate TCM and manipulation,which effectively promotes the penetration of TCM into the skin lesions,improves local blood circulation and inflammatory reaction and has good long-term effects on patients.AIM To evaluate the efficacy of TCM ointment combined with tuina therapy in the treatment of pain and swelling after TKA.METHODS The randomized controlled clinical trial enrolled 80 patients who underwent TKA via the same procedure.The patients were randomly divided among the treatment group(n=40)and the control group(n=40).The control group was given an analgesia pump in addition to oral painkillers as the postoperative intervention.The treatment group received TCM ointment with tuina therapy in addition to the analgesia pump and oral painkillers in the postoperative period.The following variables were recorded 3 d before surgery and 3 d,7 d and 14 d after surgery:Visual analogue scale(VAS)score;skin temperature;circumferences at 15 cm above and below the patella;maximum active knee flexion angle;and the knee injury and Osteoarthritis Outcome score(KOOS).RESULTS After treatment,VAS was significantly lower in the treatment group than the control group at 7 d(t=7.536,P<0.001)and 14 d(t=8.563,P<0.001).The skin temperature of participants in the treatment group was significantly lower than that in the control group at 7 d(t=2.968,P=0.004)and 14 d(t=4.423,P<0.001).The circumference values of the two positions in the treatment group were lower than those in the control group at 7 d[t=2.315,P=0.023(above);t=2.121,P=0.037(below)]and 14 d[t=2.374,P=0.020(above);t=2.095,P=0.039(below)].After 14 d of treatment,the maximum active knee flexion angle and KOOS of the two groups were significantly improved but were significantly higher in the treatment group(P<0.05 for both).CONCLUSION TCM ointment and tuina therapy have significant advantages over standard care in the treatment of pain and swelling after TKA.This additional treatment may improve knee function but additional studies are needed to confirm our observations.

Artificial intelligence meets traditional Chinese medicine: a bridge to opening the magic box of sphygmopalpation for pulse pattern recognition

Artificial intelligence(AI) aims to mimic human cognitive functions and execute intellectual activities like that performed by humans dealing with an uncertain environment. The rapid development of AI technology provides powerful tools to analyze massive amounts of data, facilitating physicians to make better clinical decisions or even replace human judgment in healthcare.Advanced AI technology also creates novel opportunities for exploring the scientific basis of traditional Chinese medicine(TCM) and developing the standardization and digitization of TCM pulse diagnostic methodology. In the present study, we review and discuss the potential application of AI technology in TCM pulse diagnosis. The major contents include the following aspects:(1) a brief introduction of the general concepts and knowledge of TCM pulse diagnosis or palpation,(2) landmark developments in AI technology and the applications of common AI deep learning algorithms in medical practice,(3) the current progress of AI technology in TCM pulse diagnosis,(4) challenges and perspectives of AI technology in TCM pulse diagnosis. In conclusion, the pairing of TCM with modern AI technology will bring novel insights into understanding the scientific principles underlying TCM pulse diagnosis and creating opportunities for the development of AI deep learning technology for the standardization and digitalization of TCM pulse diagnosis.

Application of artificial intelligence in tongue diagnosis of traditional Chinese medicine:A review

Tongue diagnosis is an important process to non-invasively assess the condition of a patient’s internal organs in traditional Chinese medicine(TCM)and each part of the tongue is related to corresponding internal organs.Due to continuing computer technological advances,especially the artificial intelligence(AI)methods have achieved significant success in tackling tongue image acquisition,processing,and classification,novel AI methods are being introduced in traditional Chinese medicine tongue diagnosis medical practices.Traditional tongue diagnose depends on observations of tongue characteristics,such as color,shape,texture,moisture,etc.by traditional Chinese medicine physicians.The appearance of the tongue color,texture and coating reflects the improvement or deterioration of patient’s conditions.Moreover,AI can now distinguish patient’s condition through tongue images,texture or coating,which is all possible increasingly with help from traditional Chinese medicine physicians under the traditional Chinese medicine tongue theory.AI has enabled humans to do what was previously unimagined:traditional Chinese medicine tongue diagnosis with feeding a large amount of tongue image and tongue texture/coating data to train the AI modes.This review focuses on the research advances of AI in TCM tongue diagnosis thus far to identify the major scientific methods and prospects.In this article,we tried to review the AI application in resolving the tongue diagnosis of traditional Chinese medicine on color correction,tongue image extraction,tongue texture/coating segmentation.

Clinical Comparison and Analysis of Decoction of Traditional Chinese Medicine Combined with Ear Acupoint Application and Simple Artificial Tears in the Treatment of Dry Eye Syndrome

OBJECTIVE: To study the clinical comparison and analysis of decoction of Traditional Chinese Medicine(TCM) combined with ear acupoint application and simple artificial tears in the treatment of dry eye syndrome. METHODS:A total of 62 patients(124 eyes) with dry eye syndrome treated in the Department of Ophthalmology of The 4th People's Hospital of Shenyang from July 2017 to March 2018 were selected and equally divided into 2 groups according to the admission order. The observation group received the combination therapy of TCM decoction and ear acupoint application, while the control group was given the simple artificial tears. The symptom score after 2 weeks, 4 weeks, and 8 weeks as well as the indicators including break-up time(BUT), Schirmer I test(SIT) and fluorescein(FL) were recorded and compared between groups. RESULTS: The symptom scores had no difference before treatment(P > 0.05), and were better in the observation group than those in the control group after treatment(P < 0.05). At 2 weeks, 4 weeks, and 8 weeks after the treatment, the amelioration level of BUT, SIT, and FL indicators in the observation group was better than that of the control group(P < 0.05). CONCLUSION: Compared with the artificial tears treatment method, the TCM decoction combined with ear acupoint application can significantly ameliorate the tear film stability, tear secretion, and reduce ocular surface damage for dry eye patients.

Study on the Key to Massage Therapy of Traditional Chinese Medicine

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Artificial intelligence for the development and implementation guidelines for traditional Chinese medicine and integrated traditional Chinese and western medicine

The translation and implementation of clinical practice guidelines(CPGs)for Traditional Chinese Medicine(TCM)and Integrated Traditional Chinese and Western medicine is crucial to the adoption of medical science and technology,but the low operability and slow update of integrated traditional Chinese and Western Medicine guidelines,and the lack of integration between guidelines and clinical practice,result in the guidelines not having the desired clinical effects in practice.The application of Artificial Intelligence(AI)to the field of CPGs development aims to shorten the development time,optimize and accelerate the whole process of CPG’s development.This article summarized the current research and application status of AI in development and implementation CPGs for TCM and Integrated Traditional Chinese and Western medicine and proposed the method of Combining real world data and AI technology to enrich for TCM and Integrated Traditional Chinese and Western medicine.

Meta-analysis of traditional Chinese medicine Jiedu therapy in the treatment of psoriasis vulgaris

Objective:To evaluate the clinical efficacy of traditional Chinese medicine Jiedu therapy in treatment of psoriasis.Methods: CNKI, Wanfang knowledge service platform, VIP journal database, Chinese biomedical literature database ( CBM), PubMed, the Cochrane Library and EMbase database from the establishment of the database to March 2020 were searched for the randomized controlled trials (Rcts) on traditional Chinese medicine Jiedu therapy in treatment of psoriasis. Literature selection and information extraction was completed and screened by two independent reviewers, and then the Cochrane recommended bias risk assessment method was used to evaluate the bias risk, and Review Manager5.3 was used for the data analysis. Totally 17clinical Rcts were included in this study, involving 1376 patients.Results:Analysis results showed that traditional Chinese medicine Jiedu therapy had higher clinical effective rate, with statistically significant difference ( OR= 4.53, 95% CI[3.17,6.46], Z =8.32, P<0. 00001);the improvement of score was more evident, PASI score (WMD =-2.21, 95%CI[-2.77, -1.64], Z = 7.60, P<0. 00001);and trial-related adverse events were reported in 6RCTs. Conclusion: Studies have shown that traditional Chinese medicine Jiedu therapy had higher clinical efficacy.

Analogous Systems Principles and Concepts of Traditional Chinese Medicine and Congruence Couple Therapy

This article explicates the analogous principles and concepts between traditional Chinese medicine(TCM)and congruence couple therapy(CCT).Although originating out of vastly different times and places,TCM and CCT share a view of health based on systems understanding to facilitate the interconnections of the parts of an organism rather than focusing on eliminating symptoms.Both approaches aim to release Qi(气)and vitality by removing blockages through adjusting the interactions,adaptation,and balance of multiple elements and Yin‑Yang energies.The goal is to liberate the Qi or life force through improved holistic balance and cooperation.While TCM focuses on interventions at the level of the body,CCT focuses on the attention,awareness,acknowledgement,and alignment of the four human dimensions consisting of the intrapsychic,interpersonal,intergenerational,and universal‑spiritual.In light of the current trend toward increasing mental,substance use,and neurological disorders,in particular among countries of middle and low income,dialogue to explore these compatibilities between TCM and CCT is conducive to the continuous evolution of TCM and Western therapies to address not only physical health but also the exigencies of contemporary addiction and mental health care within a mind–body relationship matrix.

Therapeutic Effect of Oral Administration and External Therapy of Traditional Chinese Medicine on Cervical Tuberculous Lymphadenopathy

Objective:To analyze the clinical effect and value of oral administration and external therapy of traditional Chinese medicine for treatment of cervical tuberculous lymphadenopathy.Methods:A total of 56 patients with cervical tuberculous lymphadenopathy admitted to our hospital from January 1 to January 2018 were recruited.By using double-blind method,the patients were divided into control group(n=28)and experimental group(n=28).Control group comprised of patients with conventional anti-tuberculosis treatment,while the experimental group comprised of patients treated with oral administration and external therapy of traditional Chinese medicine.Total effective rate,incidence of complication and level of T lymphocyte subsets were compared between the two groups of cervical tuberculous lymphadenopathy patients.Results:Post-treatment data of total effective rate,complication rate,CD3+,CD4+,CD8+,CD4+/CD8+of the experimental group were compared with the control group.P<0.05;statistical analysis showed statistical significance.Post-treatment data of CD3+,CD4+,CD8+,CD4+/CD8+of both control and experimental groups were compared with pre-treatment data.P<0.05;statistical analysis showed statistical significance.Conclusion:Oral administration and external therapy of traditional Chinese medicine possesses significant effect in treatment of cervical tuberculous lymphadenopathy.

A brief overview of traditional Chinese medicine prescription powered by artificial intelligence

Traditional Chinese medicine prescription is one of the treasures of traditional Chinese medicine(TCM).There are tens of thousands TCM prescriptions accumulated in the past thousands of years,corresponding to different diseases,symptoms and therapeutic goals.The correspondences are so complicated that there is an urgent need to leverage new technologies such as artificial intelligence(AI)to analyze,understand and utilize them effectively.In this paper,we present a brief overview of this direction,where current research progress on TCM prescription powered by AI is summarized.Our summarization focuses on three aspects,TCM prescription mining that aims at understanding the TCM prescription,TCM prescription or herb knowledge base construction that aims at extracting knowledge to support the TCM prescription-related study,and TCM prescription discovery that aims at utilizing AI technologies to further energize TCM.It is encouraging to see that steady progress in this direction has been made recently.Besides,a toy experiment on image-based TCM herb recognition by using convolutional neural networks is also conducted.It basically verifies that it is promising to use AI technologies to address challenging tasks in TCM.We also point out several research topics that could be cooperatively performed by researchers from the two disciplines.

Clinical Observation on the Prevention and Treatment of Juvenile Mild Myopia with Traditional Chinese Medicine Comprehensive Therapy

Objective:To observe the clinical effect of traditional Chinese medicine on the prevention and treatment ofjuvenile mild myopia.Methods:One hundred and twenty cases of juvenile mild myopia were randomly divided into six groups,with 20 cases in each group:western medicine group,ultrasonic group,acupuncture group,auricular point group,traditional Chinese oral decoction group,and traditional Chinese medicine comprehensive therapy group.The therapeutic effects of the treatment administered to the six groups were compared.Result:In the post-treatment and follow-up stages,the visual acuity of the traditional Chinese medicine comprehensive therapy group significantly improved along with reduced diopter compared to the other groups(p<0.05).However,the axial length of the six groups had no significant change compared with that before treatment(p>0.05).There were no adverse reactions in any of the patients.Conclusion:In the treatment of juvenile mild myopia,traditional Chinese medicine comprehensive therapy has good therapeutic effect without any adverse reactions;thus,it is worthy of clinical promotion.