MobileNetV2 Based Diagnosis and Grading of Limbal Stem Cell Deficiency. - Patrick Liu; Saarang Panchavati; Mara Pleasure; Nathan Siu; Clemence Bonnet; Sophie Deng; Corey W. Arnold; William Speier (BIBE, 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)

Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology Slides. - Zichen Wang; Mara Pleasure; Haoyue Zhang; Kimberly Flores; Anthony Sisk; William Speier; Corey W. Arnold (MICCAI (6), 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)

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)