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Early esophageal adenocarcinoma detection using deep learning methods

PURPOSE: This study aims to adapt and evaluate the performance of different state-of-the-art deep learning object detection methods to automatically identify esophageal adenocarcinoma (EAC) regions from high-definition white light endoscopy (HD-WLE) images. METHOD: Several state-of-the-art object de...

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Bibliographic Details
Published in:Int J Comput Assist Radiol Surg
Main Authors: Ghatwary, Noha, Zolgharni, Massoud, Ye, Xujiong
Format: Artigo
Language:Inglês
Published: Springer International Publishing 2019
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6420905/
https://ncbi.nlm.nih.gov/pubmed/30666547
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-019-01914-4
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