Fereshteh S. Bashiri

According to our database, Fereshteh S. Bashiri authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

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, Matthew M. Churpek

J. Am. Medical Informatics Assoc., 2022

2021

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, Matthew M. Churpek

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2019

Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach.

Fereshteh S. Bashiri, Ahmadreza Baghaie, Reihaneh Rostami, Zeyun Yu, Roshan M. D'Souza

J. Imaging, 2019

Machine learning for phenotyping opioid overdose events.

Jonathan C. Badger, Eric LaRose, John Mayer, Fereshteh S. Bashiri, David Page, Peggy L. Peissig

J. Biomed. Informatics, 2019

A Survey on Data-Driven 3D Shape Descriptors.

Reihaneh Rostami, Fereshteh S. Bashiri, Behrouz Rostami, Zeyun Yu

Comput. Graph. Forum, 2019

An Application of Manifold Learning in Global Shape Descriptors.

Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu

Algorithms, 2019

Lung Nodule Classification Using Combined Deep and Spectral 3D Shape Features.

Fereshteh S. Bashiri, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure.

Fereshteh S. Bashiri, Eric LaRose, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig

Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Diagnostic Classification of Lung CT Images Using Deep 3D Multi-Scale Convolutional Neural Network.

Ahmad Pahlavan Tafti, Fereshteh S. Bashiri, Eric LaRose, Peggy L. Peissig

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018