Atlas Haddadi Avval, MD Postdoctoral Scholar UCSF Profile Education and training MD, 2023 - Medicine, Mashhad University of Medical Sciences Publications Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset. Medical Image Segmentation Review: The Success of U-Net. The effect of harmonization on the variability of PET radiomic features extracted using various segmentation methods. Machine learning based readmission and mortality prediction in heart failure patients. Time-to-event overall survival prediction in glioblastoma multiforme patients using magnetic resonance imaging radiomics. COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients. See All Publications
