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Early esophageal adenocarcinoma detection using deep learning methods.
Int J Comput Assist Radiol Surg. 2019 Apr;14(4):611-621. doi: 10.1007/s11548-019-01914-4. Epub 2019 Jan 22.
Int J Comput Assist Radiol Surg. 2019.
PMID: 30666547
Free PMC article.
Learning Spatiotemporal Features for Esophageal Abnormality Detection From Endoscopic Videos.
Ghatwary N, Zolgharni M, Janan F, Ye X.
Ghatwary N, et al.
IEEE J Biomed Health Inform. 2021 Jan;25(1):131-142. doi: 10.1109/JBHI.2020.2995193. Epub 2021 Jan 5.
IEEE J Biomed Health Inform. 2021.
PMID: 32750901
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In-vivo Barrett's esophagus digital pathology stage classification through feature enhancement of confocal laser endomicroscopy.
Ghatwary N, Ahmed A, Grisan E, Jalab H, Bidaut L, Ye X.
Ghatwary N, et al.
J Med Imaging (Bellingham). 2019 Jan;6(1):014502. doi: 10.1117/1.JMI.6.1.014502. Epub 2019 Mar 5.
J Med Imaging (Bellingham). 2019.
PMID: 30840732
Free PMC article.
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Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Ali S, Dmitrieva M, Ghatwary N, Bano S, Polat G, Temizel A, Krenzer A, Hekalo A, Guo YB, Matuszewski B, Gridach M, Voiculescu I, Yoganand V, Chavan A, Raj A, Nguyen NT, Tran DQ, Huynh LD, Boutry N, Rezvy S, Chen H, Choi YH, Subramanian A, Balasubramanian V, Gao XW, Hu H, Liao Y, Stoyanov D, Daul C, Realdon S, Cannizzaro R, Lamarque D, Tran-Nguyen T, Bailey A, Braden B, East JE, Rittscher J.
Ali S, et al. Among authors: ghatwary n.
Med Image Anal. 2021 May;70:102002. doi: 10.1016/j.media.2021.102002. Epub 2021 Feb 17.
Med Image Anal. 2021.
PMID: 33657508
Free article.
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Standalone performance of artificial intelligence for upper GI neoplasia: a meta-analysis.
Arribas J, Antonelli G, Frazzoni L, Fuccio L, Ebigbo A, van der Sommen F, Ghatwary N, Palm C, Coimbra M, Renna F, Bergman JJGHM, Sharma P, Messmann H, Hassan C, Dinis-Ribeiro MJ.
Arribas J, et al. Among authors: ghatwary n.
Gut. 2020 Oct 30:gutjnl-2020-321922. doi: 10.1136/gutjnl-2020-321922. Online ahead of print.
Gut. 2020.
PMID: 33127833
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DeepCSFusion: Deep Compressive Sensing Fusion for Efficient COVID-19 Classification.
Ragab DA, Fayed S, Ghatwary N.
Ragab DA, et al. Among authors: ghatwary n.
J Imaging Inform Med. 2024 Feb 21. doi: 10.1007/s10278-024-01011-2. Online ahead of print.
J Imaging Inform Med. 2024.
PMID: 38381386
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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge.
Ali S, Ghatwary N, Jha D, Isik-Polat E, Polat G, Yang C, Li W, Galdran A, Ballester MG, Thambawita V, Hicks S, Poudel S, Lee SW, Jin Z, Gan T, Yu C, Yan J, Yeo D, Lee H, Tomar NK, Haithami M, Ahmed A, Riegler MA, Daul C, Halvorsen P, Rittscher J, Salem OE, Lamarque D, Cannizzaro R, Realdon S, de Lange T, East JE.
Ali S, et al. Among authors: ghatwary n.
Sci Rep. 2024 Jan 23;14(1):2032. doi: 10.1038/s41598-024-52063-x.
Sci Rep. 2024.
PMID: 38263232
Free PMC article.
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A multi-centre polyp detection and segmentation dataset for generalisability assessment.
Ali S, Jha D, Ghatwary N, Realdon S, Cannizzaro R, Salem OE, Lamarque D, Daul C, Riegler MA, Anonsen KV, Petlund A, Halvorsen P, Rittscher J, de Lange T, East JE.
Ali S, et al. Among authors: ghatwary n.
Sci Data. 2023 Feb 6;10(1):75. doi: 10.1038/s41597-023-01981-y.
Sci Data. 2023.
PMID: 36746950
Free PMC article.
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