Uncertainty-Based Method for Improving Poorly Labeled Segmentation Datasets. - Ekaterina Redekop; Alexey Chernyavskiy (ISBI, 2021)

Medical Image Segmentation with Imperfect 3D Bounding Boxes. - Ekaterina Redekop; Alexey Chernyavskiy (DGM4MICCAI/DALI@MICCAI, 2021)

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 (MIDL, 2022)

Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology. - Abhejit Rajagopal; Ekaterina Redekop; Anil Kemisetti; Rushi Kulkarni; Steven S. Raman; Kirti Magudia; Corey W. Arnold; Peder E. Z. Larson (CoRR, 2022)

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 (ICCV (Workshops), 2023)

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 (CVPR Workshops, 2024)

Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning. - Ekaterina Redekop; Mara Pleasure; Zichen Wang; Anthony Sisk; Yang Zong; Kimberly Flores; William Speier; Corey W. Arnold (CoRR, 2024)

CytoFM: The first cytology foundation model. - Vedrana Ivezic; Ashwath Radhachandran; Ekaterina Redekop; Shreeram Athreya; Dongwoo Lee; Vivek Sant; Corey W. Arnold; William Speier (CVPR Workshops, 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 (CVPR Workshops, 2025)

Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records. - Ekaterina Redekop; Zichen Wang; Rushikesh Kulkarni; Mara Pleasure; Aaron Chin; Hamid Reza Hassanzadeh; Brian L. Hill; Melika Emami; William Speier; Corey W. Arnold (CoRR, 2025)

SPADE: Spatial Transcriptomics and Pathology Alignment Using a Mixture of Data Experts for an Expressive Latent Space. - Ekaterina Redekop; Mara Pleasure; Zichen Wang; Kimberly Flores; Anthony Sisk; William Speier; Corey W. Arnold (CoRR, 2025)