Veronika Cheplygina
Scholar

Veronika Cheplygina

Google Scholar ID: 4x1y2bwAAAAJ
IT University Copenhagen
meta-researchpattern recognitionmachine learningmedical imagingopen science
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Citations & Impact
All-time
Citations
4,715
 
H-index
24
 
i10-index
40
 
Publications
20
 
Co-authors
106
list available
Contact
No contact links provided.
Publications
9 items
Look What the Probes Dragged In! Real-World Chest X-ray Shortcuts in MedCLIP
2026
Cited
0
Robustness of transferability estimation metrics for medical imaging
2026
Cited
0
Data Annotations as Pedagogical Hints: From Subjective Labels to Critical Thinking
2026
Cited
0
Effect of Demographic Bias on Skin Lesion Classification
2026
Cited
0
Dataset Diversity Metrics and Impact on Classification Models
2026
Cited
0
Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification
2025
Cited
0
Robustness and sex differences in skin cancer detection: logistic regression vs CNNs
2025
Cited
0
On dataset transferability in medical image classification
2024
Cited
0
Resume (English only)
Co-authors
106 total
Marleen de Bruijne
Marleen de Bruijne
Professor of AI in Medical Image Analysis; Erasmus MC Rotterdam and University of Copenhagen
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Josien Pluim
Josien Pluim
Professor of Medical Image Analysis, Eindhoven University of Technology / UMC Utrecht
Gaël Varoquaux
Gaël Varoquaux
Research director, INRIA
Dovile Juodelyte
Dovile Juodelyte
PhD Fellow, IT University of Copenhagen
Eric Granger
Eric Granger
Professor of Systems Engineering, École de technologie supérieure, LIVIA, ILLS, REPARTI
Amelia Jiménez-Sánchez
Amelia Jiménez-Sánchez
Universitat de Barcelona