Accessibility settings

This paper is in the following e-collection/theme issue:

Computer-Aided Diagnosis (412) Complementary and Alternative Medicine (182) Machine Learning (3082) Infectious Diseases (non-STD/STI) (1910) Complementary and Alternative Medicine (19)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/64725, first published .
Laptop and phone displaying CPPDD ACHVP web application with blood indicators

A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Development and Validation

A Machine Learning Approach to Differentiate Cold and Hot Syndrome in Viral Pneumonia Integrating Traditional Chinese Medicine and Modern Medicine: Machine Learning Model Development and Validation

Authors of this article:

Xiaojie Jin1, 2 Author Orcid Image ;   Yanru Wang1 Author Orcid Image ;   Jiarui Wang3 Author Orcid Image ;   Qian Gao2 Author Orcid Image ;   Yuhan Huang1 Author Orcid Image ;   Lingyu Shao4 Author Orcid Image ;   Jiali Zhao1 Author Orcid Image ;   Jintian Li1 Author Orcid Image ;   Ling Li1 Author Orcid Image ;   Zhiming Zhang5 Author Orcid Image ;   Shuyan Li4 Author Orcid Image ;   Yongqi Liu1 Author Orcid Image
Article Authors Cited by (4) Tweetations Metrics

Journals

  1. 王 雅. Advances in the Multimodal Perioperative Management of Appropriate Chinese Medicine Techniques. Advances in Clinical Medicine 2026;16(03):1209 View
  2. Qingqing C, Hua Z, Dong G, Hong C, Yiyu L. Molecular features of traditional Chinese medicine syndrome evolution in chronic liver diseases: a dynamic network biomarker analysis. Digital Chinese Medicine 2026;9(2):241 View
  3. Zhang M, Zhang X, Wei R, Li Y, Hu Y, Zou Y, Li X, Wang Y, Yang W, Guo D. Principles and strategies in cold/hot property studies of traditional Chinese medicine: An evolution from traditional theory to modern elucidation. Journal of Pharmaceutical Analysis 2026;16(6):101455 View
  4. Zheng W, Tong Y, Huang J, Zhu L, Chai J. Beyond transparency: why Traditional Chinese Medicine (TCM) need explainable artificial intelligence (XAI). Chinese Medicine 2026;21(1) View