The Trials and Tribulations of Assembling Large Medical Imaging Datasets for Machine Learning Applications. - Kirti Magudia; Christopher P. Bridge; Katherine P. Andriole; Michael H. Rosenthal (J. Digit. Imaging, 2021)

A Conference-Friendly, Hands-on Introduction to Deep Learning for Radiology Trainees. - Walter F. Wiggins; Michael Travis Caton; Kirti Magudia; Michael H. Rosenthal; Katherine P. Andriole (J. Digit. Imaging, 2021)

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)

Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI. - Abhejit Rajagopal; Antonio C. Westphalen; Nathan Velarde; Tim Ullrich; Jeffry P. Simko; Hao Nguyen; Thomas A. Hope; Peder E. Z. Larson; Kirti Magudia (CoRR, 2022)

The RSNA Abdominal Traumatic Injury CT (RATIC) Dataset. - Jeffrey D. Rudie; Hui-Ming Lin; Robyn L. Ball; Sabeena Jalal; Luciano M. Prevedello; Savvas Nicolaou; Brett S. Marinelli; Adam E. Flanders; Kirti Magudia; George Shih; Melissa A. Davis; John Mongan; et al. (CoRR, 2024)

Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports. - Mohamed Sobhi Jabal; Pranav I. Warman; Jikai Zhang; Kartikeye Gupta; Ayush Jain; Maciej A. Mazurowski; Walter F. Wiggins; Kirti Magudia; Evan Calabrese (CoRR, 2024)

Mixed Supervision of Histopathology Improves Prostate Cancer Classification From MRI. - Abhejit Rajagopal; Antonio C. Westphalen; Nathan Velarde; Jeffry P. Simko; Hao Nguyen; Thomas A. Hope; Peder E. Z. Larson; Kirti Magudia (IEEE Trans. Medical Imaging, 2024)