Evidence map›Paper›PMID 40524310›Full record

ArticleJournal of traditional Chinese medicine = Chung i tsa chih ying wen pan2025

Traditional Chinese Medicine five-tone intelligent diagnosis and treatment system.

Zhang Jingzhi, Zhang Xingzhao, Liu Yao, Zhou Yuanzi, Wang Site, Zhou Hanyu, Zhu Hongguang, Lin Facai, Xing Zhenlong

Abstract read
In one paragraph

Article in Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Zhang JingzhiSchool of acupuncture and Tuina, School of Health and Rehabilitation, Nanjing University of Chinese Medicine, Nanjing 210023, China.
Zhang XingzhaoShaanxi Yonghe Jingai Health Management Consulting Co., Ltd., Xi'an 710077, China.
Liu YaoSchool of acupuncture and Tuina, School of Health and Rehabilitation, Nanjing University of Chinese Medicine, Nanjing 210023, China.
Zhou YuanziSchool of acupuncture and Tuina, School of Health and Rehabilitation, Nanjing University of Chinese Medicine, Nanjing 210023, China.
Wang SiteSchool of Medical Humanities, Nanjing University of Chinese Medicine, Nanjing 210023, China.
Zhou HanyuGuangdong Provincial Integrated Traditional Chinese and Western Medicine Hospital, Foshan 528200, China.
Zhu HongguangGuangdong Provincial Integrated Traditional Chinese and Western Medicine Hospital, Foshan 528200, China.
Lin FacaiSchool of acupuncture and Tuina, School of Health and Rehabilitation, Nanjing University of Chinese Medicine, Nanjing 210023, China.
Xing ZhenlongGuangdong Provincial Integrated Traditional Chinese and Western Medicine Hospital, Foshan 528200, China.

Funding

Jiangsu Province Technology Engineering Research Center of Traditional Chinese Medicine Health Preservation, Scientists Fund of the Natural Science Foundation of Nanjing University of Chinese Medicine: to Study the Mechanism of Five Elements Music in the Treatment of Post-stroke Depression based on Metabolomics-based Study NZY81804161Major Project of Philosophy and Social Sciences Fund for Universities in Jiangsu Province: Research on Ancient Chinese Music Therapy Thought 2024SJZD150
6 · The paper itself

Abstract

Under the background of Artificial Intelligence (AI) and medical data informationization, intelligent Traditional Chinese Medicine (TCM) emerges as a new medical model. In this study, we introduce Affective Computing into the diagnosis and treatment process of TCM Five-Tone Therapy. And proposes an intelligent diagnosis and treatment system including Five-tone diagnosis, monitoring and treatment, to achieve intelligent music matching. This system based on sound-image database for standardized collection and diagnosis of the Five-tone. The assessment and monitoring process are then visually presented, and an emotion analysis model is established by using affective computing. On the other hand, the system employs virtual reality (VR) visual media music and somatosensory music to play and intelligently match the Five-tone, solving issues in the clinical treatment of Five-tone therapy, such as the difficulties of quantifying emotional data, limited ability for generalization feature extraction, and relatively insufficient research on the intelligence of Five-tone therapy. This study can promote the integration of technology in the fields of healthcare, information, and music, thereby enhancing the accuracy of diagnosis and treatment. It holds significant importance in advancing the intelligent development of Traditional Chinese Medicine diagnosis and treatment.

Indexed as

Artificial IntelligenceMedicine, Chinese TraditionalHumansaffective computingcomputer technologyFive notesFive-tone therapyintelligent diagnosis and treatmentmusic therapy

Identifiers

PMID40524310
PMCPMC12134327

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.