Veronika Cheplygina - Google Scholar

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	All	Since 2015
Citations	764	719
h-index	13	12
i10-index	17	15

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2012201320142015201620172018201920204 19 21 54 57 85 132 185 204

Co-authors

David TaxAssistant professor, Delft University of TechnologyVerified email at tudelft.nl
Marco LoogDelft University of Technology & University of CopenhagenVerified email at tudelft.nl
Marleen de BruijneProfessor of Medical Image Analysis; Erasmus MC Rotterdam and University of CopenhagenVerified email at diku.dk
Eric GrangerProfessor, École de technologie supérieure (U. du Québec), LIVIA, REPARTIVerified email at etsmtl.ca
Josien PluimProfessor of Medical Image Analysis, Eindhoven University of Technology / UMC UtrechtVerified email at tue.nl
Lauge SørensenAssociate Professor at University of Copenhagen, Senior Researcher at Biomediq A/S and Cerebriu A/SVerified email at diku.dk
Robert P.W. DuinDelft University of TechnologyVerified email at tudelft.nl
Marc-André CarbonneauUbisoft La ForgeVerified email at ubisoft.com
Ghyslain GagnonEcole de technologie supérieureVerified email at etsmtl.ca
Jesper Holst PedersenOverlæge, dr.medVerified email at regionh.dk
Silas ØrtingPost Doc, Computer Science, University of CopenhagenVerified email at di.ku.dk
Diana MateusEcole Centrale NantesVerified email at ec-nantes.fr
Yenisel Plasencia CalañaMaastricht UniversityVerified email at maastrichtuniversity.nl
Ethem AlpaydinProfessor of Computer Engineering, Ozyegin University, IstanbulVerified email at ozyegin.edu.tr
Jens PetersenComputer Science, University of CopenhagenVerified email at diku.dk
Prof. Dr.-Ing. Lena Maier-HeinProfessor, German Cancer Research CenterVerified email at dkfz.de
Meike VernooijProfessor of Population ImagingVerified email at erasmusmc.nl
Annegreet van OpbroekTNOVerified email at tno.nl
Adria Perez-RoviraDaon IncVerified email at daon.com
Edel Garcia ReyesCENATAV, CUBAVerified email at cenatav.co.cu

Veronika Cheplygina

Eindhoven University of Technology

Verified email at tue.nl - Homepage

pattern recognition machine learning medical image analysis crowdsourcing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Multiple instance learning: A survey of problem characteristics and applications MA Carbonneau, V Cheplygina, E Granger, G Gagnon Pattern Recognition 77, 329-353, 2018	142	2018
Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis V Cheplygina, M de Bruijne, JPW Pluim Medical image analysis 54, 280-296, 2019	122	2019
Multiple instance learning with bag dissimilarities V Cheplygina, DMJ Tax, M Loog Pattern recognition 48 (1), 264-275, 2015	85	2015
Dissimilarity-based Ensembles for Multiple Instance Learning V Cheplygina, DMJ Tax, M Loog Transactions on Neural Networks and Learning Systems 27 (6), 1379 - 1391, 2016	43	2016
Single-vs. multiple-instance classification E Alpaydın, V Cheplygina, M Loog, DMJ Tax Pattern recognition 48 (9), 2831-2838, 2015	37	2015
On classification with bags, groups and sets V Cheplygina, DMJ Tax, M Loog Pattern recognition letters 59, 11-17, 2015	36	2015
Pruned random subspace method for one-class classifiers V Cheplygina, DMJ Tax International Workshop on Multiple Classifier Systems, 96-105, 2011	34	2011
Classification of COPD with Multiple Instance Learning V Cheplygina, L Sørensen, D Tax, JH Pedersen, M Loog, M de Bruijne International Conference on Pattern Recognition, 1508-1513, 2014	31	2014
Bag dissimilarities for multiple instance learning DMJ Tax, M Loog, RPW Duin, V Cheplygina, WJ Lee International Workshop on Similarity-Based Pattern Recognition, 222-234, 2011	28	2011
Transfer learning for multi-center classification of chronic obstructive pulmonary disease V Cheplygina, IP Pena, JH Pedersen, DA Lynch, L Sørensen, ... Journal of Biomedical and Health Informatics 22 (5), 1486 - 1496, 2018	27	2018
Early experiences with crowdsourcing airway annotations in chest CT V Cheplygina, A Perez-Rovira, W Kuo, HAWM Tiddens, M De Bruijne Deep Learning and Data Labeling for Medical Applications, 209-218, 2016	17	2016
Label Stability in Multiple Instance Learning V Cheplygina, L Sørensen, DMJ Tax, M de Bruijne, M Loog Medical Image Computing and Computer Assisted Interventions, 539-546, 2015	16	2015
Bridging structure and feature representations in graph matching WJ Lee, V Cheplygina, DMJ Tax, M Loog, RPW Duin International Journal of Pattern Recognition and Artificial Intelligence 26 (05), 2012	13	2012
Cats or CAT scans: transfer learning from natural or medical image source data sets? V Cheplygina Current Opinion in Biomedical Engineering 9, 21-27, 2019	12	2019
A survey of crowdsourcing in medical image analysis S Ørting, A Doyle, A van Hilten, M Hirth, O Inel, CR Madan, P Mavridis, ... arXiv preprint arXiv:1902.09159, 2019	12	2019
On the informativeness of asymmetric dissimilarities Y Plasencia-Calaña, V Cheplygina, RPW Duin, EB García-Reyes, ... International Workshop on Similarity-Based Pattern Recognition, 75-89, 2013	12	2013
MIL, A Matlab Toolbox for Multiple Instance Learning DMJ Tax, V Cheplygina http://prlab.tudelft.nl/david-tax/mil.html, 2015	10*	2015
Does one rotten apple spoil the whole barrel? V Cheplygina, DMJ Tax, M Loog International Conference on Pattern Recognition, 2012	9	2012
Asymmetric similarity-weighted ensembles for image segmentation V Cheplygina, A van Opbroek, MA Ikram, MW Vernooij, M de Bruijne International Symposium on Biomedical Imaging, 273 - 277, 2016	8	2016
Characterizing multiple instance datasets V Cheplygina, DMJ Tax International Workshop on Similarity-Based Pattern Recognition, 15-27, 2015	8	2015

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