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Enabling large-scale screening of Barrett's esophagus using weakly supervised deep learning in histopathology.
Nat Commun. 2024 Mar 11;15(1):2026. doi: 10.1038/s41467-024-46174-2.
Nat Commun. 2024.
PMID: 38467600
Free PMC article.
Active label cleaning for improved dataset quality under resource constraints.
Bernhardt M, Castro DC, Tanno R, Schwaighofer A, Tezcan KC, Monteiro M, Bannur S, Lungren MP, Nori A, Glocker B, Alvarez-Valle J, Oktay O.
Bernhardt M, et al. Among authors: alvarez valle j.
Nat Commun. 2022 Mar 4;13(1):1161. doi: 10.1038/s41467-022-28818-3.
Nat Commun. 2022.
PMID: 35246539
Free PMC article.
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Machine Learning for Auto-Segmentation in Radiotherapy Planning.
Harrison K, Pullen H, Welsh C, Oktay O, Alvarez-Valle J, Jena R.
Harrison K, et al. Among authors: alvarez valle j.
Clin Oncol (R Coll Radiol). 2022 Feb;34(2):74-88. doi: 10.1016/j.clon.2021.12.003. Epub 2022 Jan 5.
Clin Oncol (R Coll Radiol). 2022.
PMID: 34996682
Review.
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Evaluation of Deep Learning to Augment Image-Guided Radiotherapy for Head and Neck and Prostate Cancers.
Oktay O, Nanavati J, Schwaighofer A, Carter D, Bristow M, Tanno R, Jena R, Barnett G, Noble D, Rimmer Y, Glocker B, O'Hara K, Bishop C, Alvarez-Valle J, Nori A.
Oktay O, et al. Among authors: alvarez valle j.
JAMA Netw Open. 2020 Nov 2;3(11):e2027426. doi: 10.1001/jamanetworkopen.2020.27426.
JAMA Netw Open. 2020.
PMID: 33252691
Free PMC article.
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