Concepedia

Veronika Cheplygina

VC

19

Publications

1.5K

Citations

16

H-Index

2012

Active since

Affiliations

Eindhoven University of Technology(Current)

Delft University of Technology

University of Copenhagen

IT University of Copenhagen

University of Oxford

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

Top concepts

EngineeringData ScienceImage AnalysisPattern RecognitionMachine LearningComputer VisionComputer ScienceKnowledge DiscoveryRadiologyDeep Learning

Publications per year

2012–2023

19

Publications

19

Multiple instance learning: A survey of problem characteristics and applications

Marc‐André Carbonneau, Veronika Cheplygina, Éric Granger et al. · Pattern Recognition · 2017 · 701 citations · Full text

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +11

Multiple instance learning with bag dissimilarities

Veronika Cheplygina, David M. J. Tax, Marco Loog · Pattern Recognition · 2014 · 131 citations · Full text

Instance-based Learning, Multiple Instance Learning, Image Analysis +11

High-level prior-based loss functions for medical image segmentation: A survey

Rosana El Jurdi, Caroline Petitjean, Paul Honeiné et al. · Computer Vision and Image Understanding · 2021 · 100 citations · Full text

Image Reconstruction, Medical Image Segmentation, Image Analysis +14

Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease

Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen et al. · IEEE Journal of Biomedical and Health Informatics · 2017 · 83 citations · Full text

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 citations · Full text

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