Veronika Cheplygina
IT University of Copenhagen(DK)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Artificial Intelligence in Healthcare and Education, COVID-19 diagnosis using AI, Image Retrieval and Classification Techniques
Most-Cited Works
- → Multiple instance learning: A survey of problem characteristics and applications(2017)710 cited
- → Machine learning for medical imaging: methodological failures and recommendations for the future(2022)550 cited
- → Metrics reloaded: recommendations for image analysis validation(2024)351 cited
- → Understanding metric-related pitfalls in image analysis validation(2024)156 cited
- → Multiple instance learning with bag dissimilarities(2014)132 cited
- → High-level prior-based loss functions for medical image segmentation: A survey(2021)100 cited
- → Common Limitations of Image Processing Metrics: A Picture Story(2021)87 cited
- → Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease(2017)85 cited
- → Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis(2018)77 cited