Mohammadreza Zandehshahvar

According to our database, Mohammadreza Zandehshahvar authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance.

Roy M. Gabriel, Mohammadreza Zandehshahvar, Marly van Assen, Nattakorn Kittisut, Kyle Peters, Carlo Nicola De Cecco, Ali Adibi

CoRR, August, 2025

Confidence-Aware Severity Assessment of Lung Disease from Chest X-Rays Using Deep Neural Network on a Multi-Reader Dataset.

Mohammadreza Zandehshahvar, Marly van Assen, Eun Young Kim, Yashar Kiarashi, Vikranth Keerthipati, Giovanni Tessarin, Emanuele Muscogiuri, Arthur E. Stillman, Peter Filev, Amir H. Davarpanah, Eugene A. Berkowitz, Stefan Tigges, Scott J. Lee, Brianna L. Vey, Carlo Nicola De Cecco, Ali Adibi

J. Imaging Inform. Medicine, 2025

2023

Bayesian neural networks for severity assessment of COVID-19 pneumonia from chest x-ray using a multi-reader and binational dataset.

Mohammadreza Zandehshahvar, Marly van Assen, Eun Young Kim, Yashar Kiarashi, Vikranth Keerthipati, Arthur E. Stillman, Peter Filev, Amir H. Davarpanah, Eugene A. Berkowitz, Stefan Tigges, Scott J. Lee, Brianna L. Vey, Carlo Nicola De Cecco, Ali Adibi

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

2021

Manifold Learning for Knowledge Discovery and Intelligent Inverse Design of Photonic Nanostructures: Breaking the Geometric Complexity.

Mohammadreza Zandehshahvar, Yashar Kiarashi, Muliang Zhu, Hossein Maleki, Tyler Brown, Ali Adibi

CoRR, 2021

2020

Knowledge Discovery in Nanophotonics Using Geometric Deep Learning.

Yashar Kiarashinejad, Mohammadreza Zandehshahvar, Sajjad AbdollahRamezani, Omid Hemmatyar, Reza Pourabolghasem, Ali Adibi

Adv. Intell. Syst., 2020

2019

Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices.

Yashar Kiarashinejad, Sajjad AbdollahRamezani, Mohammadreza Zandehshahvar, Omid Hemmatyar, Ali Adibi

CoRR, 2019