2025: Radiomics-based ML prediction of neoadjuvant chemotherapy response in breast cancer using DW-MRI, accepted by Radiology-Imaging Cancer
2025: Improved MRI detection of bone marrow inflammation in mice via ML-enhanced T2 distribution analysis, published in European Radiology Experimental
2025: MBSST1 – Model-based subject-specific self-supervised motion correction for cardiac T1 mapping, Medical Image Analysis
2025: IVIMMorph – Motion-compensated IVIM analysis for fetal lung maturity assessment, Medical Image Analysis
2025: CIMIL-CRC – Clinically-informed MIL framework for colorectal cancer subtyping from H&E images, Computer Methods and Programs in Biomedicine
MA-RECON: Mask-aware deep neural network for robust fast MRI k-space interpolation (with Avidan N.)
Research Experience
Associate Professor, Faculty of Biomedical Engineering, Technion (2025–present)
Assistant Professor, Faculty of Biomedical Engineering, Technion (2019–2025)
Staff Research Scientist, Philips Healthcare, Haifa, Israel (2013–2019)
Instructor of Radiology, Harvard Medical School, Boston, MA, USA (2012–2019)
Staff Scientist, Computational Radiology Lab (Prof. Simon K. Warfield), Boston Children’s Hospital (2012–2015)
Post-doctoral Research Fellow, Computational Radiology Lab (Prof. Simon K. Warfield), Boston Children’s Hospital / Harvard Medical School (2010–2012)