Automatic labeling and extraction of terms in natural language processing in acupuncture clinical literature / 中国针灸

The paper analyzes the specificity of term recognition in acupuncture clinical literature and compares the advantages and disadvantages of three named entity recognition (NER) methods adopted in the field of traditional Chinese medicine. It is believed that the bi-directional long short-term memory networks-conditional random fields (Bi LSTM-CRF) may communicate the context information and complete NER by using less feature rules. This model is suitable for term recognition in acupuncture clinical literature. Based on this model, it is proposed that the process of term recognition in acupuncture clinical literature should include 4 aspects, i.e. literature pretreatment, sequence labeling, model training and effect evaluation, which provides an approach to the terminological structurization in acupuncture clinical literature.

Exploration of Stratified Evidence Scoring Method of Acupuncture Clinical Practice Guidelines / 中国结合医学杂志

Due to its own internal laws of development, Chinese medicine (CM) seems more inclined to empirical medicine in a relatively long historical period. It is considered to be lacking objective and unified clinical practice guidelines (CPGs), and the difficulties in diagnosis and therapeutic effect evaluation comes with it, have restricted its further inheritance, development and international communication. Over the years, our research group has been committed to improving the standardization theory and methodology of CM, also perfecting relative techniques for further application, which are all based on the stratified evidence scoring method. We have already applied this method to 45 issued guidelines, including 5 national guidelines, 3 industrial guidelines, and 37 formulation/revision social organization guidelines. The stratified evidence scoring method has been recognized and used widely. It helps scholars and applicators to study, formulate, publish and popularize the acupuncture therapy clinical practice guidelines better, thus further promotes the development of acupuncture therapy.

Discussion on the enlightenment of heat-sensitive moxibustion technology to acupuncture clinic: dynamically grasping the state of acupoints, on-demand treatment are the key to achieving clinical efficacy / 中国针灸

The enlightenment of heat-sensitive moxibustion technology on acupuncture clinical practice was discussed from the perspective of heat-sensitive moxibustion technology on the requirements of moxibustion acupuncture points, exploration and stimulation, and strict matching of acupoint sensitization types.The heat-sensitive moxibustion technology pays attention to the selection of acupoint status, and accurately locates the heat-sensitive acupoints by moxibustion. According to the needs of the body, the heat-sensitive acupoints are stimulated by heat, so the curative effect is remarkable. From the above discussion, it is known that the dynamic grasp of the state of the acupoints and the treatment according to the objectiveneeds of the body are the key to achieving clinical efficacy.