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Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study.

, , , , , , , , , and . Artif. Intell. Medicine, (2020)

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Deep Learning Biopsy Marking of Early Neoplasia in Barrett's Esophagus by Combining WLE and BLI Modalities., , , , , , , , , and 1 other author(s). ISBI, page 1127-1131. IEEE, (2019)Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy., , , , , , , , and . Comput. Medical Imaging Graph., (2020)First steps into endoscopic video analysis for Barrett's cancer detection: challenges and opportunities., , , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 11314 of SPIE Proceedings, SPIE, (2020)Tissue-border detection in volumetric laser endomicroscopy using bi-directional gated recurrent neural networks., , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 11597 of SPIE Proceedings, SPIE, (2021)Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks., , , , , , , , and . Neural Comput. Appl., 32 (14): 10705-10717 (2020)Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study., , , , , , , , , and . Artif. Intell. Medicine, (2020)Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function., , , , , , , and . Medical Imaging: Image Processing, volume 10949 of SPIE Proceedings, page 109492J. SPIE, (2019)Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks., , , , , , , , , and . Medical Imaging: Image Processing, volume 11313 of SPIE Proceedings, page 1131315. SPIE, (2020)The field effect in Barrett's Esophagus: a macroscopic view using white light endoscopy and deep learning., , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 11314 of SPIE Proceedings, SPIE, (2020)A novel clinical gland feature for detection of early Barrett's neoplasia using volumetric laser endomicroscopy., , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 10950 of SPIE Proceedings, page 109501Y. SPIE, (2019)