Sepsis Prediction Using Semi-Supervised and Transfer Learning. - John R. Caskey; Fereshteh S. Bashiri; Anoop M. Mayampurath; Nicole Dussault; Jay Dumanian; Sivasubramanium V. Bhavani; Kyle A. Carey; Emily R. Gilbert; Christopher J. Winslow; Nirav S. Shah; Dana P. Edelson; Majid Afshar; et al. (AMIA, 2021)

Identifying infected patients using semi-supervised and transfer learning. - Fereshteh S. Bashiri; John R. Caskey; Anoop M. Mayampurath; Nicole Dussault; Jay Dumanian; Sivasubramanium V. Bhavani; Kyle A. Carey; Emily R. Gilbert; Christopher J. Winslow; Nirav S. Shah; Dana P. Edelson; Majid Afshar; et al. (J. Am. Medical Informatics Assoc., 2022)

Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction. - Yanjun Gao; Ruizhe Li 001; John R. Caskey; Dmitriy Dligach; Timothy Miller 002; Matthew M. Churpek; Majid Afshar (CoRR, 2023)

DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing. - Yanjun Gao; Dmitriy Dligach; Timothy Miller 002; John R. Caskey; Brihat Sharma; Matthew M. Churpek; Majid Afshar (J. Biomed. Informatics, 2023)

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models. - Jifan Gao; Guanhua Chen; Ann P. O'Rourke; John R. Caskey; Kyle A. Carey; Madeline Oguss; Anne Stey; Dmitriy Dligach; Timothy Miller 002; Anoop M. Mayampurath; Matthew M. Churpek; Majid Afshar (J. Am. Medical Informatics Assoc., 2024)