Objective To construct a precise model for identifying traditional Chinese medicine(TCM)constitutions;thereby offering optimized guidance for clinical diagnosis and treatment plan-ning;and ultimately enhancing medical...Objective To construct a precise model for identifying traditional Chinese medicine(TCM)constitutions;thereby offering optimized guidance for clinical diagnosis and treatment plan-ning;and ultimately enhancing medical efficiency and treatment outcomes.Methods First;TCM full-body inspection data acquisition equipment was employed to col-lect full-body standing images of healthy people;from which the constitutions were labelled and defined in accordance with the Constitution in Chinese Medicine Questionnaire(CCMQ);and a dataset encompassing labelled constitutions was constructed.Second;heat-suppres-sion valve(HSV)color space and improved local binary patterns(LBP)algorithm were lever-aged for the extraction of features such as facial complexion and body shape.In addition;a dual-branch deep network was employed to collect deep features from the full-body standing images.Last;the random forest(RF)algorithm was utilized to learn the extracted multifea-tures;which were subsequently employed to establish a TCM constitution identification mod-el.Accuracy;precision;and F1 score were the three measures selected to assess the perfor-mance of the model.Results It was found that the accuracy;precision;and F1 score of the proposed model based on multifeatures for identifying TCM constitutions were 0.842;0.868;and 0.790;respectively.In comparison with the identification models that encompass a single feature;either a single facial complexion feature;a body shape feature;or deep features;the accuracy of the model that incorporating all the aforementioned features was elevated by 0.105;0.105;and 0.079;the precision increased by 0.164;0.164;and 0.211;and the F1 score rose by 0.071;0.071;and 0.084;respectively.Conclusion The research findings affirmed the viability of the proposed model;which incor-porated multifeatures;including the facial complexion feature;the body shape feature;and the deep feature.In addition;by employing the proposed model;the objectification and intel-ligence of identifying constitutions in TCM practices could be optimized.展开更多
Objective:To study the effect of adding traditional Chinese medicine(TCM)constitution identification to the health management of the elderly in Shuangzhao street of Xianyang city.Methods:A total of 142 elderly people ...Objective:To study the effect of adding traditional Chinese medicine(TCM)constitution identification to the health management of the elderly in Shuangzhao street of Xianyang city.Methods:A total of 142 elderly people were selected from January 2019 to January 2021 in this community and were divided into two groups which consists of 71 participants each.In the reference group,where health management is done based on the current routine of the health management measures of the community;on the other hand,the subjects of the experimental group incorporatesTCM Constitution identification to their health management routine.During the course of the experiment,the level of health awareness,the scores of physical indicators and quality of life,and the subjects’satisfaction with health management were compared between the two groups.Results:According to the statistical analysis of the experimental results,the level of health awareness of experimental subjects was 98.59%,while that of the reference group was only 76.06%,the difference between the two groups was significant and P<0.05;Based on the scores of physical indicators and quality of life of the subjects,the experimental group had significant advantages over those in the reference group(P<0.05);Questionnaires were used to investigate the subjects’satisfaction with health management.The satisfaction of the experimental group was 95.83%,while the satisfaction of the reference group was 80.28%,with a significant difference(P<0.05).Conclusion:Constitution of TCM identification application in community health management measures for the elderly can not only effectively improve the community elderly’s health knowledgeandact as a good disease prevention measure,but also can obviously improve the elderly’sphysical index and the quality of life.Besides,it also help build harmonious relations among residents of a community,and is worth popularizing among communities.展开更多
This paper expounds the theory of traditional Chinese medicine(TCM)constitution applied to patients with cervical spondylosis,in order to clarify the distribution characteristics of TCM constitution of patients with c...This paper expounds the theory of traditional Chinese medicine(TCM)constitution applied to patients with cervical spondylosis,in order to clarify the distribution characteristics of TCM constitution of patients with cervical spondylosis.And to analyze the correlation between TCM constitution theory and cervical spondylosis is helpful to provide ideas for integrated nursing care of TCM and western medicine in patients with cervical spondylosis,and provide the basis for the construction of health management program and the evaluation of health promotion effect.展开更多
Depression is a common mental disease characterized by abnormal emotional changes,which belongs to the category of“melancholia syndrome”and Chinese emotion medicine.The main clinical manifestations are mood depressi...Depression is a common mental disease characterized by abnormal emotional changes,which belongs to the category of“melancholia syndrome”and Chinese emotion medicine.The main clinical manifestations are mood depression,loss of interest,hallucinations,self-harm,and even suicide.Etiology and pathogenesis can be divided into“inner depression”and“outer depression”,and is related to the susceptibility of the constitution.The diagnosis can be combined with four diagnoses and new techniques.Traditional Chinese medicine(TCM)treatment methods include TCM,psychotherapy,acupuncture,music therapy and so on.TCM treatment of depression has a long history,strong symptomatic,little side effects.It is forward-looking to explore new ideas of understanding and treating depression syndrome with TCM theory,which is helpful to better“prevention before disease”.TCM therapy will certainly play an important role in the treatment of depression in the future.展开更多
基金National Key Research and Development Program of China(2022YFC3502302)National Natural Science Foundation of China(82074580)Graduate Research Innovation Program of Jiangsu Province(KYCX23_2078).
文摘Objective To construct a precise model for identifying traditional Chinese medicine(TCM)constitutions;thereby offering optimized guidance for clinical diagnosis and treatment plan-ning;and ultimately enhancing medical efficiency and treatment outcomes.Methods First;TCM full-body inspection data acquisition equipment was employed to col-lect full-body standing images of healthy people;from which the constitutions were labelled and defined in accordance with the Constitution in Chinese Medicine Questionnaire(CCMQ);and a dataset encompassing labelled constitutions was constructed.Second;heat-suppres-sion valve(HSV)color space and improved local binary patterns(LBP)algorithm were lever-aged for the extraction of features such as facial complexion and body shape.In addition;a dual-branch deep network was employed to collect deep features from the full-body standing images.Last;the random forest(RF)algorithm was utilized to learn the extracted multifea-tures;which were subsequently employed to establish a TCM constitution identification mod-el.Accuracy;precision;and F1 score were the three measures selected to assess the perfor-mance of the model.Results It was found that the accuracy;precision;and F1 score of the proposed model based on multifeatures for identifying TCM constitutions were 0.842;0.868;and 0.790;respectively.In comparison with the identification models that encompass a single feature;either a single facial complexion feature;a body shape feature;or deep features;the accuracy of the model that incorporating all the aforementioned features was elevated by 0.105;0.105;and 0.079;the precision increased by 0.164;0.164;and 0.211;and the F1 score rose by 0.071;0.071;and 0.084;respectively.Conclusion The research findings affirmed the viability of the proposed model;which incor-porated multifeatures;including the facial complexion feature;the body shape feature;and the deep feature.In addition;by employing the proposed model;the objectification and intel-ligence of identifying constitutions in TCM practices could be optimized.
文摘Objective:To study the effect of adding traditional Chinese medicine(TCM)constitution identification to the health management of the elderly in Shuangzhao street of Xianyang city.Methods:A total of 142 elderly people were selected from January 2019 to January 2021 in this community and were divided into two groups which consists of 71 participants each.In the reference group,where health management is done based on the current routine of the health management measures of the community;on the other hand,the subjects of the experimental group incorporatesTCM Constitution identification to their health management routine.During the course of the experiment,the level of health awareness,the scores of physical indicators and quality of life,and the subjects’satisfaction with health management were compared between the two groups.Results:According to the statistical analysis of the experimental results,the level of health awareness of experimental subjects was 98.59%,while that of the reference group was only 76.06%,the difference between the two groups was significant and P<0.05;Based on the scores of physical indicators and quality of life of the subjects,the experimental group had significant advantages over those in the reference group(P<0.05);Questionnaires were used to investigate the subjects’satisfaction with health management.The satisfaction of the experimental group was 95.83%,while the satisfaction of the reference group was 80.28%,with a significant difference(P<0.05).Conclusion:Constitution of TCM identification application in community health management measures for the elderly can not only effectively improve the community elderly’s health knowledgeandact as a good disease prevention measure,but also can obviously improve the elderly’sphysical index and the quality of life.Besides,it also help build harmonious relations among residents of a community,and is worth popularizing among communities.
文摘This paper expounds the theory of traditional Chinese medicine(TCM)constitution applied to patients with cervical spondylosis,in order to clarify the distribution characteristics of TCM constitution of patients with cervical spondylosis.And to analyze the correlation between TCM constitution theory and cervical spondylosis is helpful to provide ideas for integrated nursing care of TCM and western medicine in patients with cervical spondylosis,and provide the basis for the construction of health management program and the evaluation of health promotion effect.
文摘Depression is a common mental disease characterized by abnormal emotional changes,which belongs to the category of“melancholia syndrome”and Chinese emotion medicine.The main clinical manifestations are mood depression,loss of interest,hallucinations,self-harm,and even suicide.Etiology and pathogenesis can be divided into“inner depression”and“outer depression”,and is related to the susceptibility of the constitution.The diagnosis can be combined with four diagnoses and new techniques.Traditional Chinese medicine(TCM)treatment methods include TCM,psychotherapy,acupuncture,music therapy and so on.TCM treatment of depression has a long history,strong symptomatic,little side effects.It is forward-looking to explore new ideas of understanding and treating depression syndrome with TCM theory,which is helpful to better“prevention before disease”.TCM therapy will certainly play an important role in the treatment of depression in the future.
