Redekop, Ekaterina

5 publications

CVPRW 2025 CytoFM: The First Cytology Foundation Model Vedrana Ivezic, Ashwath Radhachandran, Ekaterina Redekop, Shreeram Athreya, Dongwoo Lee, Vivek Sant, Corey W. Arnold, William Speier

CVPRW 2025 Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data Ekaterina Redekop, Mara Pleasure, Vedrana Ivezic, Zichen Wang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold

CVPRW 2024 Codebook VQ-VAE Approach for Prostate Cancer Diagnosis Using Multiparametric MRI Ekaterina Redekop, Mara Pleasure, Zichen Wang, Karthik V. Sarma, Adam Kinnaird, William Speier, Corey W. Arnold

MIDL 2023 Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning Ekaterina Redekop, Karthik V. Sarma, Adam Kinnaird, Anthony Sisk, Steven S. Raman, Leonard S. Marks, William Speier, Corey W. Arnold

ICCVW 2023 Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning Mara Pleasure, Ekaterina Redekop, Jennifer S. Polson, Haoyue Zhang, Naoki Kaneko, William Speier, Corey W. Arnold