Publications

Published Papers

2022

Mohammad Mahdi Kazemi Esfeh, Zahra Gholami, Christina Luong, Terasa Tsang, Purang Abolmaesumi. “DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction” 25th International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), 2022. Link

Golara Javadi, Sharareh Bayat, Samareh Samadi, Alireza Sedghi, Samira Sojoudi, Antonio Hurtado, Silvia Chang, Mohammad Mahdi Kazemi Esfeh, Peter Black, Parvin Mousavi, Purang Abolmaesumi. “Towards Targeted Ultrasound-guided Prostate Biopsy by Incorporating Model and Label Uncertainty in Cancer Detection” International Journal of Computer Assisted Radiology and Surgery, 2022. Link

Xinyu Kang, Mohammad H. Jafari, Mohammad Mahdi Kazemi Esfeh, Christina Luong, Teresa Tsang, and Purang Abolmaesumi. “A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices” *Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling, SPIE, 2022. Link

2020

Mohammad Mahdi Kazemi Esfeh, Christina Luong, Delaram Behnami, Terasa Tsang, Purang Abolmaesumi. “A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction.” 23rd International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), 2020. Link

2018

Mohammad Mahdi Kazemi Esfeh, Mohammad Mahdi Naghsh, Sayed Jalal Zahabi, and Jian Li. “A Combinatorial Approach to One-Bit Compressive Radar Sensing.” 2018 52nd Asilomar Conference on Signals, Systems, and Computers, pp. 920-923. IEEE, 2018. Link

Preprints

Mohammad Mahdi Kazemi Esfeh, Zahra Gholami, Seyedeh Neda Ahmadi Amiri, Sana Ayromlou. “A Transformer-based video analysis framework for Estimating Ejection Fraction from Echocardiograms”, 2022.

Note: * indicates equal contribution