WU Sixian, WU Linna, HU Yi, et al. Current status and outlooks of acupuncture research driven by machine learning[J]. Chinese Acupuncture & Moxibustion, 2025, 45(4): 421-427.
DOI:
WU Sixian, WU Linna, HU Yi, et al. Current status and outlooks of acupuncture research driven by machine learning[J]. Chinese Acupuncture & Moxibustion, 2025, 45(4): 421-427.DOI: 10.13703/j.0255-2930.20240809-k0002.
Current status and outlooks of acupuncture research driven by machine learning
The machine learning is used increasingly and widely in acupuncture prescription optimization
intelligent treatment and precision medicine
and has obtained a certain achievement. But
there are still some problems remained to be solved such as the poor interpretability of the model
the inconsistency of data quality of acupuncture research
and the clinical application of constructed models. Researches in future should focus on the acquisition of high-quality clinical and experimental data sets
take various machine learning algorithms as the basis
and construct professional models to solve various problems
so as to drive the high-quality development of acupuncture research.
Development and research of an AI-assisted decision-making platform in treatment of insomnia with acupuncture of Tongdu Yangxin acupoint prescription
Construction of a prognostic assessment model of acupuncture intervention for lumbar disc herniation based on interpretable machine learning algorithms
An interpretable machine learning modeling method for the effect of manual acupuncture manipulations on subcutaneous muscle tissue
Construction of interpretable predictive model of acupuncture for methadone reduction in patients undergoing methadone maintenance treatment based on machine learning and SHAP
Research status and prospects of electroencephalogram characteristics in acupuncture for cognitive dysfunction
Related Author
WANG Chi
LIU Chengyong
WANG Xiaoqiu
LIU Enqi
SUN Juguang
LU Jin
DING Min
WU Wenzhong
Related Institution
Department of Acupuncture-Moxibustion and Rehabilitation, Affiliated Hospital of Nanjing University of Chinese Medicine
Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of TCM
Department of Acupuncture and Moxibustion, Xuzhou Hospital of TCM
Department of Acupuncture and Moxibustion, Nanjing Chinese Medicine Hospital
Department of Acupuncture and Moxibustion, Wuxi Chinese Medicine Hospital