Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Nima Tajbakhsh, J. Shin, Suryakanth Gurudu, +4

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningDiagnostic Imaging +18

Automated Polyp Detection in Colonoscopy Videos Using Shape and Context Information

Nima Tajbakhsh, Suryakanth Gurudu, Jianming Liang

IEEE Transactions on Medical Imaging

EngineeringFeature DetectionMachine LearningPolyp Detection LatencyBiometrics +24

ASGE guideline on the role of endoscopy in the evaluation and management of choledocholithiasis

James Buxbaum, Syed M. Abbas Fehmi, Shahnaz Sultan, +19

Gastrointestinal Endoscopy

Eus-guided Gallbladder DrainageBiliary TractInterventional Endoscopic UltrasoundGastroenterologyAsge Guideline +5

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

Zongwei Zhou, J. Shin, Lei Zhang, +3

Few-shot LearningConvolutional Neural NetworkEngineeringMachine LearningAift Method +22

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge

Jorge Bernal, Nima Tajkbaksh, F. Javier Sánchez, +21

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringMachine LearningDigital PathologyGastroenterology +23

ASGE guideline on screening and surveillance of Barrett’s esophagus

Bashar Qumseya, Shahnaz Sultan, Paul Bain, +16

Gastrointestinal Endoscopy

EsophagusEsophageal CancerGastroenterologyAsge GuidelineDiagnosis +2

The role of endoscopy in subepithelial lesions of the GI tract

Ashley L. Faulx, Shivangi Kothari, Ruben D. Acosta, +15

Gastrointestinal Endoscopy

Interventional Endoscopic UltrasoundHistopathologyGastroenterologyPathologyGi Tract +7

Retention of the capsule endoscope: a single-center experience of 1000 capsule endoscopy procedures

Feng Li, Suryakanth Gurudu, Giovanni De Petris, +7

Gastrointestinal Endoscopy

Capsule Endoscopy ProceduresEndoscopic SurgerySingle-center ExperienceGi TechniqueSurgery +4

Guidelines for privileging, credentialing, and proctoring to perform GI endoscopy

Ashley L. Faulx, Jenifer R. Lightdale, Ruben D. Acosta, +15

Gastrointestinal Endoscopy

Gi EndoscopyGi TechniqueSurgeryInterventional EndoscopyRadiology

NCCN Guidelines Insights: Colorectal Cancer Screening, Version 2.2020

Dawn Provenzale, Reid M. Ness, Xavier Llor, +26

Journal of the National Comprehensive Cancer Network