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)

Explaining Alerts from a Pediatric Deterioration Prediction Model Using Clinical Text. - Anoop M. Mayampurath; Kyle A. Carey; Priti Jani; Majid Afshar; Matthew M. Churpek; Dmitriy Dligach (AMIA, 2022)

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)

Development and external validation of deep learning clinical prediction models using variable-length time series data. - Fereshteh S. Bashiri; Kyle A. Carey; Jennie Martin; Jay L. Koyner; Dana P. Edelson; Emily R. Gilbert; Anoop M. Mayampurath; Majid Afshar; Matthew M. Churpek (J. Am. Medical Informatics Assoc., 2024)

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)