Publications
Peer-reviewed publications and preprints in medical imaging and machine learning.
2022
DEUE: Delta Ensemble Uncertainty Estimation for a More Robust Estimation of Ejection Fraction
M. M. Kazemi Esfeh, Z. Gholami, C. Luong, T. Tsang, P. Abolmaesumi
MICCAIDOI Link
Towards Targeted Ultrasound-guided Prostate Biopsy by Incorporating Model and Label Uncertainty in Cancer Detection
G. Javadi, S. Bayat, S. Samadi, A. Sedghi, S. Sojoudi, A. Hurtado, S. Chang, M. M. Kazemi Esfeh, P. Black, P. Mousavi, P. Abolmaesumi
IJCARS
A light-weight deep video network: towards robust assessment of ejection fraction on mobile devices
X. Kang, M. H. Jafari, M. M. Kazemi Esfeh, C. Luong, T. Tsang, P. Abolmaesumi
SPIE Medical Imaging
2020
A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection Fraction
M. M. Kazemi Esfeh, C. Luong, D. Behnami, T. Tsang, P. Abolmaesumi
MICCAI
2018
A Combinatorial Approach to One-Bit Compressive Radar Sensing
M. M. Kazemi Esfeh, M. M. Naghsh, S. J. Zahabi, J. Li
Asilomar
Preprints
A Transformer-based video analysis framework for Estimating Ejection Fraction from Echocardiograms
M. M. Kazemi Esfeh, Z. Gholami, S. N. Ahmadi Amiri, S. Ayromlou
Preprint