Ekaterina Redekop

17 papers Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Computational Mapping of Reactive Stroma in Prostate Cancer Yields Interpretable, Prognostic Biomarkers. CoRR Mara Pleasure, Ekaterina Redekop, Dhakshina Ilango, Zichen Wang, Vedrana Ivezic, Kimberly Flores, Israa Laklouk, Jitin Makker, Gregory Fishbein, Anthony Sisk, William Speier, Corey W. Arnold
2025	—	`conf`	CytoFM: The first cytology foundation model. CVPR Workshops Vedrana Ivezic, Ashwath Radhachandran, Ekaterina Redekop, Shreeram S. Athreya, Dongwoo Lee, Vivek Sant, Corey W. Arnold, William Speier
2025	J	`jnl`	CytoFM: The first cytology foundation model. CoRR Vedrana Ivezic, Ashwath Radhachandran, Ekaterina Redekop, Shreeram S. Athreya, Dongwoo Lee, Vivek Sant, Corey W. Arnold, William Speier
2025	—	`conf`	Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data. CVPR Workshops Ekaterina Redekop, Mara Pleasure, Vedrana Ivezic, Zichen Wang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold
2025	J	`jnl`	Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data. CoRR Ekaterina Redekop, Mara Pleasure, Vedrana Ivezic, Zichen Wang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold
2025	J	`jnl`	SPADE: Spatial Transcriptomics and Pathology Alignment Using a Mixture of Data Experts for an Expressive Latent Space. CoRR Ekaterina Redekop, Mara Pleasure, Zichen Wang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold
2025	J	`jnl`	Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records. CoRR Ekaterina Redekop, Zichen Wang, Rushikesh Kulkarni, Mara Pleasure, Aaron Chin, Hamid Reza Hassanzadeh, Brian L. Hill, Melika Emami, William Speier, Corey W. Arnold
2025	J	`jnl`	Zero-shot medical event prediction using a generative pretrained transformer on electronic health records. J. Am. Medical Informatics Assoc. Ekaterina Redekop, Zichen Wang, Rushikesh Kulkarni, Mara Pleasure, Aaron Chin, Hamid Reza Hassanzadeh, Brian L. Hill, Melika Emami, William Speier, Corey W. Arnold
2024	—	`conf`	Codebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI. CVPR Workshops Ekaterina Redekop, Mara Pleasure, Zichen Wang, Karthik V. Sarma, Adam Kinnaird, William Speier, Corey W. Arnold
2024	J	`jnl`	Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning. CoRR Ekaterina Redekop, Mara Pleasure, Zichen Wang, Anthony Sisk, Yang Zong, Kimberly Flores, William Speier, Corey W. Arnold
2023	—	`conf`	Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning. ICCV (Workshops) Mara Pleasure, Ekaterina Redekop, Jennifer S. Polson, Haoyue Zhang, Naoki Kaneko, William Speier, Corey W. Arnold
2022	—	`conf`	Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning. MIDL Ekaterina Redekop, Karthik V. Sarma, Adam Kinnaird, Anthony Sisk, Steven S. Raman, Leonard S. Marks, William Speier, Corey W. Arnold
2022	J	`jnl`	Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology. CoRR Abhejit Rajagopal, Ekaterina Redekop, Anil Kemisetti, Rushi Kulkarni, Steven S. Raman, Kirti Magudia, Corey W. Arnold, Peder E. Z. Larson
2021	—	`conf`	Medical Image Segmentation with Imperfect 3D Bounding Boxes. DGM4MICCAI/DALI@MICCAI Ekaterina Redekop, Alexey Chernyavskiy
2021	J	`jnl`	Medical image segmentation with imperfect 3D bounding boxes. CoRR Ekaterina Redekop, Alexey Chernyavskiy
2021	—	`conf`	Uncertainty-Based Method for Improving Poorly Labeled Segmentation Datasets. ISBI Ekaterina Redekop, Alexey Chernyavskiy
2021	J	`jnl`	Uncertainty-based method for improving poorly labeled segmentation datasets. CoRR Ekaterina Redekop, Alexey Chernyavskiy