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ORCIDFereshteh S. Bashiri
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Journal Articles
- 2024
[j6]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): 1322-1330 (2024)- 2022
- [j5]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:
Identifying infected patients using semi-supervised and transfer learning. J. Am. Medical Informatics Assoc. 29(10): 1696-1704 (2022) - 2019
- [j4]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): 171 (2019) - [j3]Reihaneh Rostami, Fereshteh S. Bashiri, Behrouz Rostami, Zeyun Yu:
A Survey on Data-Driven 3D Shape Descriptors. Comput. Graph. Forum 38(1): 356-393 (2019) - [j2]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) - [j1]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): 5 (2019)
Conference and Workshop Papers
- 2021
- [c4]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:
Sepsis Prediction Using Semi-Supervised and Transfer Learning. AMIA 2021 - 2019
- [c3]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: 1-4 - 2018
- [c2]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: 412-414 - [c1]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: 500-510
Informal and Other Publications
- 2019
- [i1]Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu:
An Application of Manifold Learning in Global Shape Descriptors. CoRR abs/1901.02508 (2019)
Coauthor Index
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