Issam El Naqa
Presentations - Payman Ghasemi
June 3 - June 7, 2022
Topic: A deep learning approach utilizing clinical and molecular data for identifying prognostic biomarkers in patients treated with immune checkpoint inhibitors: An ORIEN pan-cancer study
Abstract: Immune checkpoint inhibitors (ICIs) have made significant improvements in the treatment of cancer patients, but many continue to experience primary or secondary resistance. In this work, we leveraged clinical and genomic data in order to identify prognostic biomarkers in patients treated with ICIs utilizing a pan-cancer approach.
July 10, 2022 - July 14, 2022
AAPM 2022 64th Annual Meeting
Topic: A Deep Learning Approach for Progression prediction using Morphological Changes in GTV During Treatment with MR-guided Radiation Therapy
Abstract: To test the power of tumor’s morphological changes during treatment with MR-guided Radiotherapy (MRgRT) for progression prediction using deep learning and delta-radiomics.