EsoDetect: computational validation and algorithm development of a novel diagnostic and prognostic tool for dysplasia in Barrett’s esophagus - Miskinyte, Migla; Pondeca, Benilde; Pereira-Leal, José B.; Cardoso, Joana (PeerJ (San Francisco, CA), 2025)
Keywords: Adenocarcinoma; Adenocarcinoma - diagnosis; Adenocarcinoma - genetics; Adenocarcinoma - pathology; Algorithms; Archives & records; Artificial intelligence; Barrett Esophagus - diagnosis; Barrett Esophagus - genetics; Barrett Esophagus - pathology; Barrett's esophagus; Bioinformatics; Biomarkers; Biomarkers, Tumor - genetics; Biopsy; Computational Biology; Data Mining and Machine Learning; Data Science; Datasets; Development and progression; Diagnosis; Diagnostic software; DNA microarrays; Dysplasia; Endoscopy; Esophageal adenocarcinoma; Esophageal cancer; Esophageal Neoplasms - diagnosis; Esophageal Neoplasms - genetics; Esophageal Neoplasms - pathology; Esophagus; Ethylenediaminetetraacetic acid; Gastroesophageal reflux; Gene expression; Gene Expression Profiling; Genes; Genomes; Genomics; Humans; Machine learning; Malignancy; Medical prognosis; Patient compliance; Patients; Prognosis; Radial basis function; Recall; RNA sequencing; Support vector machines; Surveillance; Biomarkers; Barrett’s esophagus; Prognosis; Diagnosis; Esophageal adenocarcinoma; Machine learning