ArticleFrontiers in physiology2023
A lung cancer risk warning model based on tongue images.
Article in Frontiers in physiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- Exploring traditional Chinese medicine tongue diagnosis in potential cancer identification: A scoping review.Integrative medicine research · 2026Review
- Interpretable multi-center machine learning model driven by facial image features for non-invasive early risk assessment of lung cancer.Frontiers in physiology · 2026Article
- Fusion color space analysis of tongue image characteristics in different stages of metastatic colorectal cancer and three-class model construction.Frontiers in physiology · 2026Article
- A preliminary study of a machine-learning prediction model for lung cancer diagnosis based on routine blood indicators and traditional chinese medicine diagnostic parameters.Frontiers in pharmacology · 2026Article
- Traditional Chinese medicine-based visual assessment of tongue features associated with current cancer vs. no cancer history: a matched case-control study.Frontiers in medicine · 2026Article
- Objective pulse wave amplitude as a potential systemic correlate in childhood myopia: a digital TCM-based study.Frontiers in medicine · 2026Article
- Tongue Image-Based Diagnosis of Acute Respiratory Tract Infection Using Machine Learning: Algorithm Development and Validation.JMIR medical informatics · 2025Article
- Reliability of noninvasive hyperspectral tongue diagnosis for menstrual diseases using machine learning method.Scientific reports · 2025Article
- An auxiliary diagnostic model based on joint learning of brain and lung data.Frontiers in medicine · 2025Article
- A Novel Tongue Coating Segmentation Method Based on Improved TransUNet.Sensors (Basel, Switzerland) · 2024Article
- Feasibility of tongue image detection for coronary artery disease: based on deep learning.Frontiers in cardiovascular medicine · 2024Article
- Machine Learning Research Trends in Traditional Chinese Medicine: A Bibliometric Review.International journal of general medicine · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.