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Veronika Cheplygina

IT University of Copenhagen · DK
🔎 Find collaborators in Radiology, Nuclear Medicine and Imaging · Artificial Intelligence →
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Area of research
Radiology, Nuclear Medicine and Imaging · Artificial Intelligence
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Artificial Intelligence in Healthcare and Education, and COVID-19 diagnosis using AI.
h-index
24
citations
4,228
works
129
NIH funding
primary concept
email

Recent publications

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
2025cited by 9position: lastdoi
Metrics reloaded: recommendations for image analysis validation
Nature Methods 2024cited by 380position: middledoi
Understanding metric-related pitfalls in image analysis validation
Nature Methods 2024cited by 166position: middledoi
Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?
Lecture notes in computer science 2024cited by 9position: middledoi
Understanding metric-related pitfalls in image analysis validation
IT University Of Copenhagen (IT University of Copenhagen) 2023cited by 20position: middledoi
Why is the Winner the Best?
2023cited by 6position: middledoi
Why is the winner the best?
arXiv (Cornell University) 2023cited by 1position: middledoi
Biomedical image analysis competitions: The state of current participation practice
arXiv (Cornell University) 2022cited by 17position: middledoi
Effective Self-Management for Early Career Researchers in the Natural and Life Sciences
Neuron 2020cited by 29position: middledoi
LABELS 2018 Preface
TU/e Research Portal 2018cited by 0position: middle

Grants

No grants ingested yet.

Frequent collaborators

· 1 papers (2024–2024)Annette Kopp Schneider · German Cancer Research Center1 papers (2024–2024)Piotr Kalinowski · Medical University of Warsaw1 papers (2024–2024)Diana Mateus · Technical University of Munich1 papers (2018–2018)Carole H. Sudre · King's College London1 papers (2024–2024)Minu D. Tizabi · German Cancer Research Center1 papers (2024–2024)Emanuele Trucco · University of Dundee1 papers (2018–2018)Nicola Rieke · Nvidia (United States)1 papers (2024–2024)Ninon Burgos · Centre National de la Recherche Scientifique1 papers (2024–2024)Rola Houhou · National Center for Tumor Diseases1 papers (2024–2024)Gaël Varoquaux · Hospital for Sick Children1 papers (2024–2024)M. Jorge Cardoso · St Thomas' Hospital1 papers (2024–2024)Annika Reinke · German Cancer Research Center1 papers (2024–2024)Raphael Sznitman · University of Bern1 papers (2018–2018) · 1 papers (2024–2024)Selen Erkan · DKFZ-ZMBH Alliance1 papers (2024–2024) · 1 papers (2024–2024)Leon D. Mayer · National Center for Tumor Diseases1 papers (2024–2024)Lena Maier Hein · German Cancer Research Center1 papers (2018–2018)Amber L. Simpson · Queen's University1 papers (2024–2024)
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