AIMC Topic: Acupuncture Therapy

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[Construction of interpretable predictive model of acupuncture for methadone reduction in patients undergoing methadone maintenance treatment based on machine learning and SHAP].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
OBJECTIVE: To construct a predictive model for the reduction in methadone maintenance treatment (MMT) and evaluate the effects of different interventions and other clinical factors on methadone reduction using Shapley additive explanations (SHAP).

[An interpretable machine learning modeling method for the effect of manual acupuncture manipulations on subcutaneous muscle tissue].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
OBJECTIVE: To investigate the effect of manual acupuncture manipulations (MAMs) on subcutaneous muscle tissue, by developing quantitative models of "lifting and thrusting" and "twisting and rotating", based on machine learning techniques.

[Current status and reflections on research of intelligent acupuncture-moxibustion medical equipment].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
Intelligent acupuncture-moxibustion medical equipment is an important force in promoting the inheritance, innovation, and modernization of acupuncture-moxibustion. This paper reviews the development status of intelligent acupuncture-moxibustion medic...

[Research progress of effect mechanism of acupotomy for knee osteoarthritis].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
Acupotomy therapy demonstrates the definite clinical efficacy on knee osteoarthritis (KOA). After reviewing systematically the mechanism studies on acupotomy for KOA over the past 5 years, It is revealed that acupotomy synergistically intervenes in t...

Developing a deep learning model for the automated monitoring of acupuncture needle insertion: enhancing safety in traditional acupuncture practices.

BMC complementary medicine and therapies
BACKGROUND: Acupuncture is a widely practiced traditional therapy, yet safety concerns, particularly needle breakage and retention, remain critical issues that can lead to complications such as infections, organ injury, or chronic pain. This study ai...

[Application and considerations of artificial intelligence and neuroimaging in the study of brain effect mechanisms of acupuncture and moxibustion].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
Electroencephalography (EEG) and magnetic resonance imaging (MRI), as neuroimaging technologies, provided objective and visualized technical tools for analyzing the brain effect mechanisms of acupuncture and moxibustion from the perspectives of brain...

[Population screening for acupuncture treatment of neck pain: a machine learning study].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
OBJECTIVE: To screen the population for acupuncture treatment of neck pain, using functional magnetic resonance imaging (fMRI) technology and based on machine learning algorithms.

[Current status and outlooks of acupuncture research driven by machine learning].

Zhongguo zhen jiu = Chinese acupuncture & moxibustion
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 ...

A comprehensive overview of acupuncture therapy over the past 20 years: Machine learning-based bibliometric analysis.

Complementary therapies in medicine
BACKGROUND: Acupuncture, a therapy created by the ancient Chinese, has been gaining increasing popularity and acceptance worldwid. The surge in the number of publications on acupuncture therapy has posed significant challenges for researchers in effe...