Fereshteh S. Bashiri

11 papers Misc 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Development and external validation of deep learning clinical prediction models using variable-length time series data.
J. Am. Medical Informatics Assoc.
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
2022 J jnl
Identifying infected patients using semi-supervised and transfer learning.
J. Am. Medical Informatics Assoc.
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, Matthew M. Churpek
2021 Misc conf
Sepsis Prediction Using Semi-Supervised and Transfer Learning.
AMIA
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, Matthew M. Churpek
2019 J jnl
A Survey on Data-Driven 3D Shape Descriptors.
Comput. Graph. Forum
Reihaneh Rostami, Fereshteh S. Bashiri, Behrouz Rostami, Zeyun Yu
2019 J jnl
An Application of Manifold Learning in Global Shape Descriptors.
Algorithms
Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
2019 J jnl
An Application of Manifold Learning in Global Shape Descriptors.
CoRR
Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
2019 — conf
Lung Nodule Classification Using Combined Deep and Spectral 3D Shape Features.
BHI
Fereshteh S. Bashiri, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig
2019 J jnl
Machine learning for phenotyping opioid overdose events.
J. Biomed. Informatics
Jonathan C. Badger, Eric LaRose, John Mayer, Fereshteh S. Bashiri, David Page, Peggy L. Peissig
2019 J jnl
Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach.
J. Imaging
Fereshteh S. Bashiri, Ahmadreza Baghaie, Reihaneh Rostami, Zeyun Yu, Roshan M. D'Souza
2018 — conf
Diagnostic Classification of Lung CT Images Using Deep 3D Multi-Scale Convolutional Neural Network.
ICHI
Ahmad Pahlavan Tafti, Fereshteh S. Bashiri, Eric LaRose, Peggy L. Peissig
2018 Misc conf
Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure.
ISVC
Fereshteh S. Bashiri, Eric LaRose, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig