Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation
Kerdegari H, Higgins K, Veselkov D, Laponogov I, Polaka I, Coimbra M, Pescino A, Leja M, Dinis-Ribeiro M, Kanonnikoff T, Veselkov K. Foundational Models for Pathology and Endoscopy Images: Application for Gastric Inflammation. Diagnostics 2024, 14: 1912. PMID: 39272697, PMCID: PMC11394237, DOI: 10.3390/diagnostics14171912.Peer-Reviewed Original ResearchUpper gastrointestinal (GI) cancerIntestinal metaplasiaGastric cancerGastrointestinal (GI) cancersImprove patient outcomesAccuracy of endoscopyCancer mortalityGlobal cancer mortalityArtificial intelligencePatient outcomesGC casesChronic inflammationRegular surveillanceGastric inflammationDeep learning modelsClinical practiceIntegration of artificial intelligenceIntegration of multimodal dataLarge-scale dataPathology image analysisEndoscopyCancerEarly detectionMultimodal dataPathology