Atlas Haddadi Avval, MD's 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.

High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms.

Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images.

Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms.

Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information.