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Research on Cold and Hot Properties of Traditional Chinese Medicine at the Molecular Level Based on Machine Learning
35/35 checkable references clean · checked 2026-07-22
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
23 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 35 checked references that resolve
resolves10.1142/S0192415X08006223
Functional Analysis of Cultured Neural Cells for Evaluating Cold/Cool- and Hot/Warm-Natured Chinese Herbs
resolves10.1080/13880209.2020.1732429
Exploring the ‘cold/hot’ properties of traditional Chinese medicine by cell temperature measurement
resolves10.1016/j.jep.2019.112108
Characterization of the hot and cold medicinal properties of traditional Chinese herbs by spontaneous photon emission ratio of mice
resolves10.1126/science.abd0724
Network-based screen in iPSC-derived cells reveals therapeutic candidate for heart valve disease
resolves10.1016/j.phrs.2020.105034
Exploring the mechanism of TCM formulae in the treatment of different types of coronary heart disease by network pharmacology and machining learning
resolves10.1016/j.phrs.2021.105913
Machine learning enables discovery of Gentianine targeting TLR4/NF-κB pathway to repair ischemic stroke injury
resolves10.1021/acs.jcim.6b00725
Toward Understanding the Cold, Hot, and Neutral Nature of Chinese Medicines Using in Silico Mode-of-Action Analysis
resolves10.1016/j.neuroimage.2017.09.001
Fast Gaussian Naïve Bayes for searchlight classification analysis
resolves10.1186/s13040-018-0178-4
A multi-objective gene clustering algorithm guided by apriori biological knowledge with intensification and diversification strategies
resolves10.1016/j.compbiomed.2021.104564
Performance optimisation of deep learning models using majority voting algorithm for brain tumour classification
resolves10.1007/s11655-018-2843-3
Unique MicroRNAs Signature of Lymphocyte of Yang and Yin Syndromes in Acute Ischemic Stroke Patients
resolves10.1007/s11684-016-0434-2
Traditional Chinese medicine: potential approaches from modern dynamical complexity theories
resolves10.3724/SP.J.1009.2013.00110
Traditional Chinese medicine network pharmacology: theory, methodology and application
resolves10.1142/S0192415X21500622
The Impact of Artificial Intelligence on Traditional Chinese Medicine
resolves10.1371/journal.pcbi.1007249
Predicting Meridian in Chinese traditional medicine using machine learning approaches
The 23 references without a DOI — listed, not checked
no DOI — not checkedref1
no DOI — not checkedref2
no DOI — not checkedSwarm Learning for decentralized and confidential clinical machine learning
no DOI — not checkedExperimental Research on the Antitumor Effect of Human Gastric Cancer Cells Transplanted in Nude Mice Based on Deep Learning Combined with Spleen-Invigorating Chinese Medicine
no DOI — not checkedQuantification of "Cold-Hot" Medicinal Properties of Chinese Medicines Based on Primary Metabolites and Fisher's Analysis
no DOI — not checkedref19
no DOI — not checkedref20
no DOI — not checkedTCMSP: a database of systems pharmacology for drug discovery from herbal medicines
no DOI — not checkedTCMIP v2.0 Powers the Identification of Chemical Constituents Available in Xinglou Chengqi Decoction and the Exploration of Pharmacological Mechanisms Acting on Stroke Complicated With Tanre Fushi Syndrome
no DOI — not checkedEnriched Random Forest for High Dimensional Genomic Data
no DOI — not checkedref33
no DOI — not checkedA Feature-Driven Decision Support System for Heart Failure Prediction Based on ?2 Statistical Model and Gaussian Naive Bayes
no DOI — not checkedDiscovering Associations of Adverse Events with Pharmacotherapy in Patients with Non-Small Cell Lung Cancer Using Modified Apriori Algorithm
no DOI — not checkedref38
no DOI — not checkedKernel Probabilistic K-Means Clustering
no DOI — not checkedref41
no DOI — not checkedMolecular Characterization of MaCCS, a Novel Copper Chaperone Gene Involved in Abiotic and Hormonal Stress Responses in Musa acuminata cv
no DOI — not checkedref44
no DOI — not checkedMice Exposed to Chronic Intermittent Hypoxia Simulate Clinical Features of Deficiency of both Qi and Yin Syndrome in Traditional Chinese Medicine
no DOI — not checkedref49
no DOI — not checkedref50
no DOI — not checkedref51
no DOI — not checkedUncovering the mechanism of Ge-Gen-Qin-Lian decoction for treating ulcerative colitis based on network pharmacology and molecular docking verification
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