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QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy.
Neuroimage. 2019 Feb 1;186:713-727. doi: 10.1016/j.neuroimage.2018.11.042. Epub 2018 Nov 29.
Neuroimage. 2019.
PMID: 30502445
'Squeeze & excite' guided few-shot segmentation of volumetric images.
Guha Roy A, Siddiqui S, Pölsterl S, Navab N, Wachinger C.
Guha Roy A, et al.
Med Image Anal. 2020 Jan;59:101587. doi: 10.1016/j.media.2019.101587. Epub 2019 Oct 13.
Med Image Anal. 2020.
PMID: 31630012
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Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks.
Guha Roy A, Conjeti S, Carlier SG, Dutta PK, Kastrati A, Laine AF, Navab N, Katouzian A, Sheet D.
Guha Roy A, et al.
IEEE J Biomed Health Inform. 2016 Mar;20(2):606-14. doi: 10.1109/JBHI.2015.2403713. Epub 2015 Feb 12.
IEEE J Biomed Health Inform. 2016.
PMID: 25700476
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Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.
Guha Roy A, Ren J, Azizi S, Loh A, Natarajan V, Mustafa B, Pawlowski N, Freyberg J, Liu Y, Beaver Z, Vo N, Bui P, Winter S, MacWilliams P, Corrado GS, Telang U, Liu Y, Cemgil T, Karthikesalingam A, Lakshminarayanan B, Winkens J.
Guha Roy A, et al.
Med Image Anal. 2022 Jan;75:102274. doi: 10.1016/j.media.2021.102274. Epub 2021 Oct 20.
Med Image Anal. 2022.
PMID: 34731777
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