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Veronika Cheplygina

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Multi-task Learning with Crowdsourced Features Improves Skin Lesion Diagnosis

Apr 28, 2020
Ralf Raumanns, Elif K Contar, Gerard Schouten, Veronika Cheplygina

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A Survey of Crowdsourcing in Medical Image Analysis

Feb 25, 2019
Silas Ørting, Andrew Doyle, Matthias Hirth Arno van Hilten, Oana Inel, Christopher R. Madan, Panagiotis Mavridis, Helen Spiers, Veronika Cheplygina

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Cats or CAT scans: transfer learning from natural or medical image source datasets?

Oct 12, 2018
Veronika Cheplygina

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Automatic Emphysema Detection using Weakly Labeled HRCT Lung Images

Oct 01, 2018
Isabel Pino Peña, Veronika Cheplygina, Sofia Paschaloudi, Morten Vuust, Jesper Carl, Ulla Møller Weinreich, Lasse Riis Østergaard, Marleen de Bruijne

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Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Sep 14, 2018
Veronika Cheplygina, Marleen de Bruijne, Josien P. W. Pluim

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Crowd disagreement about medical images is informative

Aug 17, 2018
Veronika Cheplygina, Josien P. W. Pluim

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Characterizing multiple instance datasets

Jun 21, 2018
Veronika Cheplygina, David M. J. Tax

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Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema in chest CT scans

Jun 19, 2018
Silas Nyboe Ørting, Jens Petersen, Veronika Cheplygina, Laura H. Thomsen, Mathilde M W Wille, Marleen de Bruijne

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Transfer learning for multi-center classification of chronic obstructive pulmonary disease

Nov 23, 2017
Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, David A. Lynch, Lauge Sørensen, Marleen de Bruijne

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Exploring the similarity of medical imaging classification problems

Jun 12, 2017
Veronika Cheplygina, Pim Moeskops, Mitko Veta, Behdad Dasht Bozorg, Josien Pluim

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