Emily R. Gilbert

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 3

Top Topics

Transfer Learning

Multitask Learning

Manifold Alignment

Top Venues

J. Am. Medical Informatics Assoc.

Publications

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
Development and external validation of deep learning clinical prediction models using variable-length time series data. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Fereshteh S. Bashiri, John R. Caskey, Anoop 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, Matthew M. Churpek
Identifying infected patients using semi-supervised and transfer learning. J. Am. Medical Informatics Assoc. 29 (10) (2022)
John R. Caskey, Fereshteh S. Bashiri, Anoop 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, Matthew M. Churpek
Sepsis Prediction Using Semi-Supervised and Transfer Learning. AMIA (2021)