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A Multi-Organ Nucleus Segmentation Challenge.
IEEE Trans Med Imaging. 2020 May;39(5):1380-1391. doi: 10.1109/TMI.2019.2947628. Epub 2019 Oct 23.
IEEE Trans Med Imaging. 2020.
PMID: 31647422
Free PMC article.
Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.
Wang X, Chen H, Gan C, Lin H, Dou Q, Tsougenis E, Huang Q, Cai M, Heng PA.
Wang X, et al. Among authors: tsougenis e.
IEEE Trans Cybern. 2020 Sep;50(9):3950-3962. doi: 10.1109/TCYB.2019.2935141. Epub 2019 Sep 2.
IEEE Trans Cybern. 2020.
PMID: 31484154
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Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study.
Luo L, Chen H, Xiao Y, Zhou Y, Wang X, Vardhanabhuti V, Wu M, Han C, Liu Z, Fang XHB, Tsougenis E, Lin H, Heng PA.
Luo L, et al. Among authors: tsougenis e.
Radiol Artif Intell. 2022 Jul 20;4(5):e210299. doi: 10.1148/ryai.210299. eCollection 2022 Sep.
Radiol Artif Intell. 2022.
PMID: 36204545
Free PMC article.
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Machine learning application for the prediction of SARS-CoV-2 infection using blood tests and chest radiograph.
Du R, Tsougenis ED, Ho JWK, Chan JKY, Chiu KWH, Fang BXH, Ng MY, Leung ST, Lo CSY, Wong HF, Lam HS, Chiu LJ, So TY, Wong KT, Wong YCI, Yu K, Yeung YC, Chik T, Pang JWK, Wai AK, Kuo MD, Lam TPW, Khong PL, Cheung NT, Vardhanabhuti V.
Du R, et al. Among authors: tsougenis ed.
Sci Rep. 2021 Jul 9;11(1):14250. doi: 10.1038/s41598-021-93719-2.
Sci Rep. 2021.
PMID: 34244563
Free PMC article.
Clinical Trial.
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A Proposed Framework for Machine Learning-Aided Triage in Public Specialty Ophthalmology Clinics in Hong Kong.
Li YYS, Vardhanabhuti V, Tsougenis E, Lam WC, Shih KC.
Li YYS, et al. Among authors: tsougenis e.
Ophthalmol Ther. 2021 Dec;10(4):703-713. doi: 10.1007/s40123-021-00405-7. Epub 2021 Oct 12.
Ophthalmol Ther. 2021.
PMID: 34637117
Free PMC article.
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