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Traditional Chinese Medicine diagnosis and treatment principles, established through centuries of trial-and-error clinical practice, directly maps patient-specific symptom patterns to personalised herbal therapies. These empirical holistic…

The biological targets of traditional Chinese medicine (TCM) are the core effectors mediating the interaction between TCM and the human body. Identification of TCM targets is essential to elucidate the chemical basis and mechanisms of TCM…

分子网络 · 定量生物学 2024-08-20 Aoyi Wang , Yingdong Wang , Haoyang Peng , Haoran Zhang , Caiping Cheng , Jinzhong Zhao , Wuxia Zhang , Jianxin Chen , Peng Li

Traditional Chinese Medicine (TCM) involves complex compatibility mechanisms characterized by multi-component and multi-target interactions, which are challenging to quantify. To address this challenge, we applied graph artificial…

机器学习 · 计算机科学 2024-12-11 Jingqi Zeng , Xiaobin Jia

Artificial intelligence technology plays a crucial role in recommending prescriptions for traditional Chinese medicine (TCM). Previous studies have made significant progress by focusing on the symptom-herb relationship in prescriptions.…

人工智能 · 计算机科学 2025-09-30 ChaoBo Zhang , Long Tan

Herb recommendation plays a crucial role in the therapeutic process of Traditional Chinese Medicine(TCM), which aims to recommend a set of herbs to treat the symptoms of a patient. While several machine learning methods have been developed…

信息检索 · 计算机科学 2020-02-21 Yuanyuan Jin , Wei Zhang , Xiangnan He , Xinyu Wang , Xiaoling Wang

Traditional Chinese Medicine (TCM) has accumulated a big amount of precious resource in the long history of development. TCM prescriptions that consist of TCM herbs are an important form of TCM treatment, which are similar to natural…

计算与语言 · 计算机科学 2017-11-07 Wei Li , Zheng Yang

Traditional Chinese Medicine (TCM) has a rich history of utilizing natural herbs to treat a diversity of illnesses. In practice, TCM diagnosis and treatment are highly personalized and organically holistic, requiring comprehensive…

人工智能 · 计算机科学 2023-10-10 Jingjin Liu , Hankz Hankui Zhuo , Kebing Jin , Jiamin Yuan , Zhimin Yang , Zhengan Yao

Traditional Chinese Medicine (TCM) is an influential form of medical treatment in China and surrounding areas. In this paper, we propose a TCM prescription generation task that aims to automatically generate a herbal medicine prescription…

计算与语言 · 计算机科学 2018-05-22 Wei Li , Zheng Yang , Xu Sun

Traditional Chinese medicine (TCM) exhibits remarkable therapeutic efficacy in healthcare through patient-specific formulas. However, current AI-based TCM formula recommendation models and methods mainly focus on data-based textual…

机器学习 · 计算机科学 2026-04-15 Xinhan Zheng , Xueting Wang , Ruotai Li , Huyu Wu , Haopeng Jin , Yehan Yang , Guodong Shan

There has been a continuing demand for traditional and complementary medicine worldwide. A fundamental and important topic in Traditional Chinese Medicine (TCM) is to optimize the prescription and to detect herb regularities from TCM data.…

定量方法 · 定量生物学 2020-11-24 Chunyang Ruan , Ye Wang , Yanchun Zhang , Jiangang Ma , Huijuan Chen , Uwe Aickelin , Shanfeng Zhu , Ting Zhang

Objective: To discover biomarkers and uncover the mechanism of Cold/Hot ZHENG (syndrome in traditional Chinese medicine) chronic gastritis (CG) and Cold/Hot herbs in traditional Chinese medicine (TCM) formulae on systematic biology.…

其他定量生物学 · 定量生物学 2023-02-14 Boyang Wang , Pan Chen , Peng Zhang , Shao Li

Traditional Chinese Medicine (TCM) is a natural, safe, and effective therapy that has spread and been applied worldwide. The unique TCM diagnosis and treatment system requires a comprehensive analysis of a patient's symptoms hidden in the…

计算与语言 · 计算机科学 2022-08-04 Mucheng Ren , Heyan Huang , Yuxiang Zhou , Qianwen Cao , Yuan Bu , Yang Gao

In Traditional Chinese Medicine (TCM), facial features are important basis for diagnosis and treatment. A doctor of TCM can prescribe according to a patient's physical indicators such as face, tongue, voice, symptoms, pulse. Previous works…

计算机视觉与模式识别 · 计算机科学 2018-12-18 Huiqiang Liao , Guihua Wen , Yang Hu , Changjun Wang

Despite considerable progress in genome- and proteome-based high-throughput screening methods and in rational drug design, the increase in approved drugs in the past decade did not match the increase of drug development costs. Network…

分子网络 · 定量生物学 2013-05-14 Peter Csermely , Tamas Korcsmaros , Huba J. M. Kiss , Gabor London , Ruth Nussinov

Chinese herbs play a critical role in Traditional Chinese Medicine. Due to different recognition granularity, they can be recognized accurately only by professionals with much experience. It is expected that they can be recognized…

计算机视觉与模式识别 · 计算机科学 2020-05-14 Yingxue Xu , Guihua Wen , Yang Hu , Mingnan Luo , Dan Dai , Yishan Zhuang , Wendy Hall

Objective: Human-curated disease ontologies are widely used for diagnostic evaluation, treatment and data comparisons over time, and clinical decision support. The classification principles underlying these ontologies are guided by the…

分子网络 · 定量生物学 2021-04-02 Giorgio Grani , Lorenzo Madeddu , Paola Velardi

Traditional Indian (Ayurvedic) and Chinese herbal medicines have been used in the treatment of a variety of diseases for thousands of years because of their natural origin and lesser side effects. However, the safety and efficacy data…

生物大分子 · 定量生物学 2016-02-09 Dinesh Kumar , Atul Rawat , Durgesh Dubey , Umesh Kumar , Amit K Keshari , Sudipta Saha , Anupam Guleria

Objective: The efficacy of traditional Chinese medicine (TCM) treatments for Western medicine (WM) diseases relies heavily on the proper classification of patients into TCM syndrome types. We develop a data-driven method for solving the…

机器学习 · 计算机科学 2016-02-25 Nevin L. Zhang , Chen Fu , Teng Fei Liu , Bao Xin Chen , Kin Man Poon , Pei Xian Chen , Yun Ling Zhang

This paper explores the application of prompt engineering to enhance the performance of large language models (LLMs) in the domain of Traditional Chinese Medicine (TCM). We propose TCM-Prompt, a framework that integrates various pre-trained…

计算与语言 · 计算机科学 2024-10-28 Yirui Chen , Qinyu Xiao , Jia Yi , Jing Chen , Mengyang Wang

Natural medicines, particularly Traditional Chinese Medicine (TCM), are gaining global recognition for their therapeutic potential in addressing human symptoms and diseases. TCM, with its systematic theories and extensive practical…

计算与语言 · 计算机科学 2025-05-20 Zhi Liu , Tao Yang , Jing Wang , Yexin Chen , Zhan Gao , Jiaxi Yang , Kui Chen , Bingji Lu , Xiaochen Li , Changyong Luo , Yan Li , Xiaohong Gu , Peng Cao
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