Development of a tongue image-based machine learning tool for the diagnosis of gastric cancer: a prospective multicentre clinical cohort study.
EClinicalMedicine
; 57: 101834, 2023 Mar.
Article
in En
| MEDLINE
| ID: mdl-36825238
AFP, alpha fetoprotein; AG, atrophic gastritis; AI, artificial intelligence; APINet, attentive pairwise interaction neural network; AUC, area under the curve; Artificial intelligence; BC, breast cancer; CA, carbohydrate antigen; CEA, carcinoembryonic antigen; CRC, colorectal cancer; DT, decision tree learning; EC, esophageal cancer; GC, gastric cancer; Gastric cancer; HBPC, hepatobiliary pancreatic carcinoma; HC, healthy control; KNN, K-nearest neighbours; LC, lung cancer; NGC, non-gastric cancers; PCoA, principal coordinates analysis; SG, superficial gastritis; SVM, support vector machine; TCM, traditional Chinese medicine; Tongue coating microbiome; Tongue images; Traditional Chinese medicine; TransFG, transformer architecture for fine-grained recognition
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Type of study:
Diagnostic_studies
/
Etiology_studies
/
Observational_studies
/
Prognostic_studies
Language:
En
Journal:
EClinicalMedicine
Year:
2023
Document type:
Article
Affiliation country:
China