Veronika Cheplygina - Concepedia

Author

Veronika Cheplygina

Eindhoven University of Technology ORCID

Also Known As

Bakas, Spyridon, Cheplygina, V., Cheplygina, Veronika, Hubert Zając, Juodelyte, Dovile, Lee, S.-L., V Cheplygina, V. Cheplygina, VERONIKA CHEPLYGINA, Veronika Cheplygina

125

Publications

Citations

H-Index

Concepts

All Affiliations

Eindhoven University of Technology Delft University of Technology University of Copenhagen IT University of Copenhagen University of Oxford

About

Veronika Cheplygina is an author at Eindhoven University of Technology specializing in engineering, data science, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	1.1K
2	Health Sciences	3	3	195
3	Business	1	1	11
4	Education	1	1	28
5	Management	1	1	28

Veronika Cheplygina

Publications

1.5K

Citations

H-Index

Page 1

	Year	Citations
Multiple instance learning: A survey of problem characteristics and applications Marc‐André Carbonneau, Veronika Cheplygina, Éric Granger, Pattern Recognition Artificial IntelligenceInstance-based LearningMultiple Instance LearningImage AnalysisMachine Learning	2017	701
Multiple instance learning with bag dissimilarities Veronika Cheplygina, David M. J. Tax, Marco Loog Pattern Recognition Instance-based LearningMultiple Instance LearningImage AnalysisMachine LearningData Science	2014	131
High-level prior-based loss functions for medical image segmentation: A survey Rosana El Jurdi, Caroline Petitjean, Paul Honeiné, Computer Vision and Image Understanding Image ReconstructionMedical Image SegmentationImage AnalysisEngineeringMedical Imaging	2021	100
Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen, IEEE Journal of Biomedical and Health Informatics	2017	83
Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis Veronika Cheplygina, Marleen de Bruijne, Josien P. W. Pluim Medical Image Analysis	2019	56
Dissimilarity-Based Ensembles for Multiple Instance Learning Veronika Cheplygina, David M. J. Tax, Marco Loog IEEE Transactions on Neural Networks and Learning Systems	2015	51
A Survey of Crowdsourcing in Medical Image Analysis Silas Nyboe Ørting, Andrew Doyle, Arno van Hilten, Human Computation Data AnnotationEngineeringMachine LearningImage DatabaseImage Analysis	2020	48
A Survey of Crowdsourcing in Medical Image Analysis Silas Nyboe Ørting, Andrew Doyle, Arno van Hilten, Human Computation Data AnnotationEngineeringMachine LearningImage DatabaseImage Analysis	2020	47
Single- vs. multiple-instance classification Ethem Alpaydın, Veronika Cheplygina, Marco Loog, Pattern Recognition Instance-based LearningMultiple Instance LearningImage AnalysisMachine LearningData Science	2015	34
On classification with bags, groups and sets Veronika Cheplygina, David M. J. Tax, Marco Loog Pattern Recognition Letters Data ClassificationClassification MethodEngineeringAutomatic ClassificationData Science	2015	32

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