Deep Learning Model for Histologic Diagnosis of Dysplastic Barrett's Esophagus: Multisite Cohort External Validation
Our externally validated deep learning model demonstrates substantial accuracy for the diagnosis of BE dysplasia grade on WSIs.
Authors
- Nikita Garg
- Shahriar Faghani (ORCID: https://orcid.org/0000-0003-3275-2971)
- Prasad G. Iyer (ORCID: https://orcid.org/0000-0002-9822-1420)
- Mary Wong (ORCID: https://orcid.org/0000-0003-0396-2232)
- Nicholas J. Shaheen (ORCID: https://orcid.org/0000-0001-6602-5647)
- Bradley J. Erickson (ORCID: https://orcid.org/0000-0001-7926-6095)
- Catherine E. Hagen (ORCID: https://orcid.org/0000-0002-1867-4957)
- Sameer Al Diffalha
- Pallavi Patil (ORCID: https://orcid.org/0000-0002-9471-8499)
- Mana Moassefi (ORCID: https://orcid.org/0000-0002-0111-7791)
- David C. Vogelsang (ORCID: https://orcid.org/0000-0002-2714-8377)
- Brian Brinkerhoff (ORCID: https://orcid.org/0000-0002-6266-7965)
- Vani J. Konda (ORCID: https://orcid.org/0000-0002-9932-8780)
- Don C. Codipilly (ORCID: https://orcid.org/0000-0003-3197-0539)
- Sachin Wani (ORCID: https://orcid.org/0000-0002-2935-0560)
- Fouad Otaki (ORCID: https://orcid.org/0000-0003-2750-9299)
- Cadman L. Leggett (ORCID: https://orcid.org/0000-0002-0495-3795)
- Shajan Peter
- Jason Lewis (ORCID: https://orcid.org/0000-0001-5421-407X)
- David A. Katzka (ORCID: https://orcid.org/0000-0003-2307-2317)
Institutions
- University of North Carolina at Chapel Hill (US)
- Mayo Clinic (US)
- Oregon Health & Science University (US)
- Columbia University Irving Medical Center (US)
- Jacksonville College (US)
- Baylor University Medical Center (US)
- University of Alabama at Birmingham (US)
- Baylor Medical Center at Garland (US)
- Mayo Clinic in Florida (US)
- University of Colorado Anschutz Medical Campus (US)
- Columbia University (US)
Publication Details
- Journal
- The American Journal of Gastroenterology
- Published
- 2025-04-23
- DOI
- https://doi.org/10.14309/ajg.0000000000003495
- Citations
- 1
- Primary Topic
- Esophageal Cancer Research and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 2.01