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 (ICHI, 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 (ISVC, 2018)

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 (BHI, 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)

A Survey on Data-Driven 3D Shape Descriptors. - Reihaneh Rostami; Fereshteh S. Bashiri; Behrouz Rostami; Zeyun Yu (Comput. Graph. Forum, 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)

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)

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; et al. (AMIA, 2021)

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; et al. (J. Am. Medical Informatics Assoc., 2022)

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)