2024
Detection of Gastrointestinal Bleeding with Large Language Models to Aid Quality Improvement and Appropriate Reimbursement
Zheng N, Keloth V, You K, Kats D, Li D, Deshpande O, Sachar H, Xu H, Laine L, Shung D. Detection of Gastrointestinal Bleeding with Large Language Models to Aid Quality Improvement and Appropriate Reimbursement. Gastroenterology 2024 PMID: 39304088, DOI: 10.1053/j.gastro.2024.09.014.Peer-Reviewed Original ResearchElectronic health recordsOvert gastrointestinal bleedingGastrointestinal bleedingRecurrent bleedingMachine learning modelsHealth recordsClinically relevant applicationsNursing notesLanguage modelAcute gastrointestinal bleedingQuality improvementLearning modelsDetection of gastrointestinal bleedingReimbursementIdentification of clinical conditionsSeparate hospitalsQuality measuresHospitalBleedingClinical conditionsPatient managementEarly identificationPatientsReimbursement codesCoding algorithm
2015
White Paper AGA: Advanced Imaging in Barrett’s Esophagus
Sharma P, Brill J, Canto M, DeMarco D, Fennerty B, Gupta N, Laine L, Lieberman D, Lightdale C, Montgomery E, Odze R, Tokar J, Kochman M. White Paper AGA: Advanced Imaging in Barrett’s Esophagus. Clinical Gastroenterology And Hepatology 2015, 13: 2209-2218. PMID: 26462567, DOI: 10.1016/j.cgh.2015.09.017.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsEsophagus patientsHigh-definition white light endoscopyBarrett's esophagus patientsDetailed endoscopic examinationStandard of careRoutine clinical practiceSpecific clinical conditionsAmerican Gastroenterological Association's CenterWhite light endoscopyConfocal laser endomicroscopyEnhanced imaging technologiesOptical coherence tomographyFlexible spectral imaging color enhancementNarrow-band imagingEndoscopic examinationBarrett's esophagusClinical conditionsLarge cohortClinical practiceAdvanced imagingCoherence tomographyLaser endomicroscopyBand imagingEndoscopic innovationsI-scan