Fereshteh S. Bashiri

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Manifold Learning

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)
Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
An Application of Manifold Learning in Global Shape Descriptors. Algorithms 12 (8) (2019)
Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
An Application of Manifold Learning in Global Shape Descriptors. CoRR (2019)
Reihaneh Rostami, Fereshteh S. Bashiri, Behrouz Rostami, Zeyun Yu
A Survey on Data-Driven 3D Shape Descriptors. Comput. Graph. Forum 38 (1) (2019)
Fereshteh S. Bashiri, Ahmadreza Baghaie, Reihaneh Rostami, Zeyun Yu, Roshan M. D'Souza
Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach. J. Imaging 5 (1) (2019)
Jonathan C. Badger, Eric LaRose, John Mayer, Fereshteh S. Bashiri, David Page, Peggy L. Peissig
Machine learning for phenotyping opioid overdose events. J. Biomed. Informatics 94 (2019)
Fereshteh S. Bashiri, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig
Lung Nodule Classification Using Combined Deep and Spectral 3D Shape Features. BHI (2019)
Fereshteh S. Bashiri, Eric LaRose, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig
Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure. ISVC (2018)
Ahmad Pahlavan Tafti, Fereshteh S. Bashiri, Eric LaRose, Peggy L. Peissig
Diagnostic Classification of Lung CT Images Using Deep 3D Multi-Scale Convolutional Neural Network. ICHI (2018)