Veronika Cheplygina

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	All	Since 2015
Citations	835	790
h-index	14	14
i10-index	17	15

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2012201320142015201620172018201920204 19 21 54 57 86 132 183 274

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 AI in 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
Marc-André CarbonneauUbisoft La ForgeVerified email at ubisoft.com
Robert P.W. DuinDelft University of TechnologyVerified email at tudelft.nl
Silas ØrtingPost Doc, Computer Science, University of CopenhagenVerified email at di.ku.dk
Jesper Holst PedersenOverlæge, dr.medVerified email at regionh.dk
Diana MateusEcole Centrale NantesVerified email at ec-nantes.fr
Adria Perez-RoviraDaon IncVerified email at daon.com
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
Panagiotis MavridisPost-doc Researcher in TU Delft, NetherlandsVerified email at tudelft.nl
Oana InelDelft University of TechnologyVerified email at tudelft.nl

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	160	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	151	2019
Multiple instance learning with bag dissimilarities V Cheplygina, DMJ Tax, M Loog Pattern recognition 48 (1), 264-275, 2015	89	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	44	2016
Single-vs. multiple-instance classification E Alpaydın, V Cheplygina, M Loog, DMJ Tax Pattern recognition 48 (9), 2831-2838, 2015	38	2015
On classification with bags, groups and sets V Cheplygina, DMJ Tax, M Loog Pattern recognition letters 59, 11-17, 2015	37	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
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	29	2018
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
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	19	2016
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	18	2019
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	17	2015
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	14	2019
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
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
Combining instance information to classify bags V Cheplygina, DMJ Tax, M Loog International Workshop on Multiple Classifier Systems, 13-24, 2013	9	2013
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

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