1.Research status of automatic localization of acupoint based on deep learning.
Yuge DONG ; Chengbin WANG ; Weigang MA ; Weifang GAO ; Yuzi TANG ; Yonglong ZHANG ; Jiwen QIU ; Haiyan REN ; Zhongzheng LI ; Tianyi ZHAO ; Zhongxi LV ; Xingfang PAN
Chinese Acupuncture & Moxibustion 2025;45(5):586-592
This paper reviews the published articles of recent years on the application of deep learning methods in automatic localization of acupoint, and summarizes it from 3 key links, i.e. the dataset construction, the neural network model design, and the accuracy evaluation of acupoint localization. The significant progress has been obtained in the field of deep learning for acupoint localization, but the scale of acupoint detection needs to be expanded and the precision, the generalization ability, and the real-time performance of the model be advanced. The future research should focus on the support of standardized datasets, and the integration of 3D modeling and multimodal data fusion, so as to increase the accuracy and strengthen the personalization of acupoint localization.
Deep Learning
;
Acupuncture Points
;
Humans
;
Neural Networks, Computer
2.Automatic acquisition and analytic procedure of acupuncture manipulation based on optical navigation.
Changshuai ZHANG ; Zihao FENG ; Weichao CHANG ; Weigang MA ; Yongjian WU ; Haiming LI ; Xingfang PAN ; Haiyan REN ; Yangyang LIU ; Zhaoshui HE ; Wenjun TAN
Chinese Acupuncture & Moxibustion 2025;45(10):1383-1390
This paper presents an automatic acquisition and analytic procedure of acupuncture manipulation based on optical navigation, aiming at solving the shortcomings of existing acquisition methods of acupuncture manipulation. An acquisition holder installed at the handle tail of filiform needle was designed to display the movement trajectory of the needle during acupuncture delivery by collecting the movement trajectory of holder. The 3-month old male Bama miniature pig was selected as the experimental subject, and 6 points, "Bojian" "Qiangfeng" "Housanli" "Xiaokua" "Huiyang" (BL35) and "Baihui" (GV20), were selected during acupuncture manipulation. The optical navigation system was used to collect the real-time data, and these data were per-processed and analyzed using mean filtering and Fourier transform. The acupuncture procedure was divided into 3 stages, inserting, lifting-thrusting, and twisting. The results showed that the accuracy was 96.3% at lifting-thrusting stage, and that was 100.0% at twisting stage. The decomposition effect of the entire procedure was satisfactory. This study provides a new approach to the quantitative analysis of acupuncture manipulation. In the future, it needs to further optimize the algorithm and expand the sample size so as to improve the accuracy of this analytic technique.
Acupuncture Therapy/methods*
;
Male
;
Animals
;
Swine
;
Acupuncture Points
;
Humans
;
Swine, Miniature
;
Needles
3.Influencing factors for colonoscopic compliance to colorectal cancer screening in outpatients
Xuejiao TAN ; Xin PENG ; Jian QIN ; Jiaxue LI ; Lina YE ; Ronghui PU ; Li LAI ; Jiajing MA ; Weigang CHEN
Chinese Journal of Digestive Endoscopy 2024;41(2):131-136
Objective:To explore the influencing factors for compliance to colonoscopy screening for colorectal cancer in outpatients.Methods:Patients aged 40-74 years who visited the outpatient gastroenterology department of 7 tertiary hospitals in 7 regions of Xinjiang from January 2022 to June 2022 were enrolled. Recommendations for colonoscopy screening were made according to the patient's medical conditions, and the questionnaire was used to collect information. The Chi-square test was used to compare the differences of compliant and non-compliant patients. Multivariate logistic regression was used to analyze the influencing factors of compliance to colonoscopy screening.Results:A total of 463 valid questionnaires were obtained from 7 centers, in which, 427 outpatients (92.2%) followed the recommendation for colonoscopy screening, and 36 (7.8%) did not. Chi-square test results showed that there were statistically significant differences between the two groups in gender, age, education, subjective cognition of intestinal polyps, personal history of colorectal polyps, family history of colorectal cancer, family history of colorectal polyps, abdominal pain or distension, and defecation habit or stool changes ( P<0.05). The results of multivariate regression analysis showed that the screening compliance of patients aged 40-49 years ( P=0.005, OR=0.141, 95% CI: 0.036-0.549) and 50-59 years ( P=0.039, OR=0.257, 95% CI: 0.071-0.932) was lower than that of patients aged 60-74 years. The screening compliance of patients with high school education ( P=0.011, OR=3.121, 95% CI: 1.304-7.473) and college education or above ( P=0.016, OR=3.544, 95% CI: 1.270-9.890) was higher than those with primary school education and below. Patients with personal history of colorectal polyps ( P=0.015, OR=12.288, 95% CI: 1.629-92.719), family history of colorectal cancer ( P=0.038, OR=8.506, 95% CI: 1.124-64.351) and changes in defecation habit or stool trait ( P=0.039, OR=4.794, 95% CI: 1.085-21.192) also had higher compliance. Conclusion:Age, educational level, personal history of colorectal polyps, and family history of colorectal cancer are related to colonoscopy screening compliance in outpatients of 7 tertiary hospitals in 7 regions of Xinjiang. The independent risk factors affecting compliance to colorectal cancer screening in outpatients are age of 40-59 years, lower educational level, no previous history of polyps or family history of colorectal cancer, and no defecation habit or stool changes.
4.Adverse drug reactions associated with thalidomide treatment for oral mucosal diseases: a report of 44 cases
Xiaojuan XUE ; Jing HUANG ; Bin FENG ; Weigang WANG ; Jiao YUE ; Yanfei MA ; Yao LIN
Chinese Journal of Primary Medicine and Pharmacy 2024;31(10):1457-1462
Objective:To analyze the categories, characteristics, and clinical symptoms of adverse reactions associated with thalidomide treatment for oral mucosal diseases, providing a reference for the safe use of this medication in patients.Methods:A cross-sectional study was conducted to retrospectively analyze the adverse reactions to thalidomide treatment in 44 patients with oral mucosal diseases who received treatment at the Third Affiliated Hospital of Air Force Medical University from January 2019 to December 2023. The correlation between the age and sex of patients experiencing adverse reactions, the timing of these reactions in relation to sex, the organs and their appendages affected by the adverse reactions, and the outcomes of these reactions were statistically analyzed.Results:The incidence of adverse reactions associated with thalidomide treatment at the hospital was 0.21% (44/21 329), with a higher prevalence among female patients. Multiple organs were affected in 50.00% (22/44) of the cases, though the reactions were relatively concentrated, primarily involving the skin and its appendages, the central and peripheral nervous systems, and the gastrointestinal system. The main manifestations included rash and dizziness.Conclusion:In the treatment of oral mucosal diseases with thalidomide, it is essential to monitor adverse drug reactions, particularly those affecting the nervous system. Special attention should be given to the potential teratogenicity of thalidomide in individuals of childbearing age. In addition, it is vital to consistently investigate strategies to ensure the safety of patients using medication at home.
5.Construction of experimental animal models and evaluation of spleen deficiency syndrome:a review
Yonglong ZHANG ; Weigang MA ; Xingyu QIAN ; Suhong ZHAO ; Shanshan LI ; Yongming GUO ; Zhifang XU ; Xingfang PAN ; Jiwen QIU ; Yi GUO ; Zhongzheng LI
Acta Laboratorium Animalis Scientia Sinica 2024;32(3):385-396
The construction of experimental animal models plays an important supporting role in research into the mechanisms of action of Chinese medicines.There have been increasing reports of the construction and evaluation of animal models of spleen deficiency;however,the construction method have involved different standards and there has been insufficient objectification of the evaluation indexes.In this review,we summarize the construction and evaluation method of animal models of spleen deficiency from the aspects of animal selection,model establishment,macroscopic characterization,behavioral experiments,and objective indexes of spleen deficiency,with a view to providing theoretical guidance for the construction of experimental animal models of spleen deficiency and references for the selection of animal model platforms for spleen deficiency.
6.Establishment of an experimental animal platform for evaluating the feasibility and safety of intelligent acupuncture robotic acupuncture
Weigang MA ; Xingfang PAN ; Jiwen QIU ; Weifang GAO ; Yonglong ZHANG ; Yuge DONG ; Yuzi TANG ; Haiyan REN ; Zhongzheng LI
Acta Laboratorium Animalis Scientia Sinica 2024;32(5):600-609
Objective This study aimed to develop an experimental animal platform for evaluating the feasibility and safety of intelligent acupuncture robots and to lay the foundation for further research.Methods Six 2-month-old Guangxi Bama miniature pigs were used as experimental subjects for acupuncture verification after anesthesia.First,manual acupuncture verification was carried out.Six acupoints were selected for each experimental animal and the needles were left for 20 min after the lifting,inserting,and twisting manipulation.Before and after controls were included.The experiment was carried out for 28 days,and each experiment was conducted once every 2 days for a total of 10 times.After verification of manual acupuncture,a point 10 mm from each of the six selected acupoints was selected,with a total of 12 points,and acupuncture operations were carried out on the experimental animals using the intelligent acupuncture module of the acupuncture robot at different frequencies and angles,to further verify the stability and feasibility of the animal platform.Results Routine safety-related blood indicators and blood biochemistry indicators after the procedure were normal and stable compared with those before the procedure.The average heart rate of the animals was 124 beats/min,the average blood pressure was 87/36 mmHg,and the average body temperature of was 36℃at a room temperature of 25℃,with no significant change in body temperature during and after the experiment.On the basis of this experimental platform,acupuncture manipulation using the intelligent acupuncture module of the acupuncture robot was completed successfully,with no abnormalities related to acupuncture such as bending,breaking,or stagnation of needles during the experimental process,and the experimental animals showed no obvious abnormalities.Conclusions This study established a stable experimental animal platform for evaluating the feasibility and safety of acupuncture carried out by intelligent acupuncture robots,based on the existing experimental method of miniature pigs.These result lay a foundation for further research related to the use of intelligent acupuncture robots.
7.Trends of Incidence and Age at Onset of Uterine Corpus Cancer in Jiangsu Cancer Registration Areas from 2009 to 2019
Weiwei LI ; Jianmei DONG ; Zhaojun MA ; Lili CHAI ; Xucheng QIN ; Jinyi ZHOU ; Weigang MIAO ; Ran TAO ; Renqiang HAN
China Cancer 2024;33(12):977-982
[Purpose]To investigate the trends of incidence and age at onset of uterine corpus can-cer in Jiangsu cancer registration areas from 2009 to 2019.[Methods]The continuous monitoring data of uterine corpus cancer from 2009 to 2019 were collected from 16 cancer registries in Jiang-su Province.The crude incidence rate,the age-standardized incidence rate by Chinese standard population(ASIRC),crude and adjusted mean age,and standardized age-specific incidence composition were calculated.The average annual percentage change(AAPC)were analyzed by the Joinpoint regression model.The linear regression model was used to analyze the relationship be-tween mean age at onset and year.The standardized age-specific incidence composition in 2009 and 2019 were compared.[Results]The ASIRC of uterine corpus cancer in all registration areas and in rural areas of Jiangsu Province showed upward trends with AAPC of 1.78%and 2.38%,re-spectively(P<0.05),but not showed in the urban areas(AAPC=1.30%,P>0.05).The crude mean age at onset increased from 56.48 years old in 2009 to 58.26 years old in 2019 with an average annual growth of 0.173 years old(P=0.001).After the population structure standardized,the trends disappeared in all registration areas.[Conclusion]From 2009 to 2019,the standardized incidence rates of uterine corpus cancer were on rise in Jiangsu cancer registration areas,especially in the age group of 50 to 59 years old.
8.Analysis of the effectiveness of laparoscopic Burch colposuspension in treating female stress urinary incontinence
Hongliang CAO ; Weigang WANG ; Honglan ZHOU ; Zhiyong MA ; Bo YUAN ; Song WANG
Chinese Journal of Urology 2024;45(9):705-706
There are few reports in China on the laparoscopic Burch procedure in the treatment of female stress urinary incontinence. Twenty-two female stress urinary incontinence patients admitted to our hospital were treated with laparoscopic Burch procedure, with an overall effective rate of 100%. The score of the International Continence Advisory Committee Urinary Incontinence Questionnaire-Short Form (ICI-Q-SF) at one month after treatment was lower compared to that before the procedure. There were no complications during two months of follow-up.
9.Preliminary experiment on simulated human manual acupuncture of intelligent acupuncture robot based on Bama miniature pigs.
Weigang MA ; Yuge DONG ; Changshuai ZHANG ; Kaiyao LUO ; Yonglong ZHANG ; Weifang GAO ; Yuzi TANG ; Jiwen QIU ; Haiyan REN ; Zhongzheng LI ; Xingfang PAN
Chinese Acupuncture & Moxibustion 2024;44(12):1472-1478
OBJECTIVE:
To evaluate the performance of a newly developed intelligent acupuncture robot that simulates human manual acupuncture techniques through an animal experiment using miniature pigs.
METHODS:
Two 3-month-old Bama miniature pigs were selected. One pig was used for the manual needling techniques of the practitioner, and the other pig was used for the intelligent acupuncture robot. The acupoints selected were "Qiangfeng" "Bojian" "Xiaokua" "Huiyang" (BL 35) and "Baihui" (GV 20), with a straight insertion depth of 25-35 mm. The manipulation techniques, including lifting-thrusting and twisting at a frequency of 90 times/min, were applied for 1 min, with 30 s each for lifting-thrusting (10 mm amplitude) and twisting (180° angle). The practitioner's needling techniques were captured using an optical motion capture system, and the collected data were input into the intelligent acupuncture robot for replication on the second miniature pig. A complete needling session of five acupoints was considered one round, and three rounds were performed per session, every other day, for a total of five sessions, completing 15 rounds. The Fréchet distance method was used to compare the robot's replicated needling data with the practitioner's data, and curve fitting analysis was conducted to evaluate the robot's performance and precision.
RESULTS:
The intelligent acupuncture robot achieved a total completion rate of 96.00% for 75 needling operations, with a non-completion rate of 4.00%. The robot's replication of the practitioner's needling techniques showed a good fit, with many characteristic points overlapping. The average Fréchet distance was 18.67. The Fréchet distance for the lifting-thrusting and twisting techniques at Baihui (GV 20) and "Huiyang" (BL 35) acupoints was smaller than that at "Xiaokua" and "Qiangfeng" points (P<0.01). The accuracy of the lifting-thrusting technique at "Xiaokua" and "Qiangfeng" acupoints was lower than the twisting technique (P<0.01).
CONCLUSION
The intelligent acupuncture robot is able to replicate the pre-recorded manual needling parameters with a high degree of accuracy.
Animals
;
Swine
;
Swine, Miniature
;
Acupuncture Therapy/methods*
;
Robotics/instrumentation*
;
Humans
;
Acupuncture Points
;
Female
;
Male
10.Intervention effect of network mental health education based rehabilitation platform on patients with bipolar disorder in remission stage
Xinyu ZHANG ; Yingjun XI ; Xin MA ; Yiming YAO ; Xiao SHAO ; Weigang PAN ; Siyuan LIAN ; Lu TIAN ; Yanping REN ; Jiong LUO
Chinese Journal of Health Management 2023;17(4):296-300
Objective:To analyze the intervention effect of rehabilitation platform-based online psycho-education on patients with bipolar disorder (BD) in remission stage.Methods:In this randomized controlled study, 91 patients with BD in remission stage who attended the community health center in Xicheng District, Beijing from July to August 2021 were randomly divided into a test group (46 cases) and a control group (45 cases) according to a 1∶1 ratio using the random number table. Baseline data were collected from both groups, and the control group received conventional medication and community telephone follow-up, while the test group was given online mental health education in the form of a WeChat subscription number on this basis, including BD mental health education course push (twice a week) and disease self-management (daily recording of mood, sleep, medication, exercise and gratitude diary), and the intervention period was 6 months in both groups. During the intervention, one patient in the test group was admitted to hospital due to exacerbation of mental illness and the trial was terminated. A total of 90 cases were included in the study. The scores of Medication Adherence Rating Scale (MARS), Hamilton Depression Scale (HAMD), Young Mania Rating Scale (YMRS) and Perceived Devaluation-Discrimination Scale (PDD) were assessed at baseline, after 3 months and 6 months of intervention in both groups, respectively. And the differences in baseline data between the two groups were compared using two independent samples t test and χ2 test, and the repeated-measures ANOVA was used to compare the differences in MARS, HAMD, YMRS, and PDD scores between the two groups before and after the intervention, and to analyze the intervention effects of network mental health education based on the rehabilitation platform on patients in remission stage of BD. Results:After 6 months of intervention, MARS scores in the test group was significantly higher than that in the control group [(8.47±1.75) vs (7.47±1.85)], and was significantly higher than that at baseline (7.36±2.13) and after 3 months of intervention (8.04±1.68) (all P<0.05). YMRS and PDD scores in the test group were significantly lower than those at baseline after 3 and 6 months of intervention [YMRS, 2.0(1.0,4.0),2.0(0,3.0) vs 3.0(1.0,5.5); PDD, (31.18±4.65), (30.13±4.76) vs (32.51±4.51)] (all P<0.05); the differences in YMRS and PDD scores in the control group were not statistically significant (all P>0.05). There was no statistically significant difference in HAMD scores between the two groups before and after the intervention (all P>0.05). Conclusion:Combining mental health education based on rehabilitation platform with conventional medication and community management can significantly improve the medication compliance of patients with BD in remission stage, and improve their manic symptoms and reduce the stigma of the disease.

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