Ekaterina Redekop
Publications by Year
Research Areas
AI in cancer detection, Prostate Cancer Diagnosis and Treatment, Prostate Cancer Treatment and Research, Generative Adversarial Networks and Image Synthesis, Radiomics and Machine Learning in Medical Imaging
Most-Cited Works
- → Federated Learning with Research Prototypes: Application to Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology(2023)21 cited
- → Codebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI(2024)5 cited
- → Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology(2022)2 cited
- → CytoFM: The First Cytology Foundation Model(2025)2 cited
- → Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning(2023)2 cited
- → Zero-shot medical event prediction using a generative pretrained transformer on electronic health records(2025)1 cited
- → 1278 TME-IS: a holotomography-based integrated segmentation for comprehensive analysis of extracellular components and cells in the tumor microenvironments(2023)1 cited
- → Medical Image Segmentation with Imperfect 3D Bounding Boxes(2021)1 cited
- → Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data(2025)1 cited
- → Generating 2.5D pathology for enhanced viewing and AI diagnosis(2025)