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Artificial intelligence in gastrointestinal endoscopy

Autor: Rabindra R. Watson, Mansour A. Parsi, Shelby Sullivan, Allison R. Schulman, Guru Trikudanathan, David R. Lichtenstein, Rahul Pannala, John T. Maple, Arvind J. Trindade, Joshua Melson, Kumar Krishnan

Publikováno v: VideoGIE

Background and Aims Artificial intelligence (AI)-based applications have transformed several industries and are widely used in various consumer products and services. In medicine, AI is primarily being used for image classification and natural langua

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::84440cc7ed64978c38aa23766b5387ba
https://doi.org/10.1016/j.vgie.2020.08.013

Tissue-border detection in volumetric laser endomicroscopy using bi-directional gated recurrent neural networks

Autor: Okel, Sanne E., van der Sommen, Fons, Selmanaj, Endi, van der Putten, Joost, Struyvenberg, Maarten R., Bergman, Jacques J.G.H.M., De With, Peter H.N., Mazurowski, Maciej A., Drukker, Karen

Publikováno v: Medical Imaging 2021: Computer-Aided Diagnosis
Medical Imaging 2021
Medical Imaging 2021: Computer-Aided Diagnosis, 11597

Computer-aided detection (CAD) approaches have shown promising results for early esophageal cancer detection using Volumetric Laser Endoscopy (VLE) imagery. However, the relatively slow and computationally costly tissue segmentation employed in these

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dfdea70e9dc57588482dc523599eb590
https://research.tue.nl/nl/publications/84bbbda8-7a7e-4e6c-869c-a8dbf57bd2de

Improved Barrett's neoplasia detection using computer-assisted multiframe analysis of volumetric laser endomicroscopy

Autor: M R Struyvenberg, F van der Sommen, A F Swager, A J de Groof, A Rikos, E J Schoon, J J Bergman, P H N de With, W L Curvers

Publikováno v: Diseases of the esophagus, 33(2):doz065. Wiley-Blackwell
Diseases of the Esophagus, 33(2):doz065. Wiley-Blackwell

SUMMARYVolumetric laser endomicroscopy (VLE) is a balloon-based technique, which provides a circumferential near-microscopic scan of the esophageal wall layers, and has potential to improve Barrett's neoplasia detection. Interpretation of VLE imagery

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bf92731fcdcbfedad0f4c4017d966ce1
https://doi.org/10.1093/dote/doz065

A novel clinical gland feature for detection of early Barrett’s neoplasia using volumetric laser endomicroscopy

Autor: Scheeve, T., Struyvenberg, Maarten R., Curvers, Wouter L., de Groof, Jeroen, Schoon, Erik J., Bergman, Jacques J.G.H.M., van der Sommen, F., de With, P.H.N., Mori, Kensaku, Hahn, Horst K.

Publikováno v: Medical Imaging: Computer-Aided Diagnosis
Medical Imaging 2019: Computer-Aided Diagnosis: Computer-Aided Diagnosis
Medical Imaging 2019: Computer-Aided Diagnosis
Medical Imaging 2019: Computer-Aided Diagnosis, 10950

Volumetric laser endomicroscopy (VLE) is an advanced imaging system offering a promising solution for the detection of early Barrett’s esophagus (BE) neoplasia. BE is a known precursor lesion for esophageal adenocarcinoma and is often missed during

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c3ca88a4e3b7f3961787f7dc450770ff
https://doi.org/10.1117/12.2508244