PhD and MSc Theses

PhD and MSc Theses, since 1988

Advisor DR. Moti Freiman
Advisor’s Email moti.freiman@technion.ac.il
No of theses 10
Department Biomedical Engineering
Department Web Site http://www.bm.technion.ac.il
Student’s Name Graduation Year Degree Abstracts Research Name
Fichmann Levital Maya 2023 MSc Abstracts Non-Parametric Bayesian Deep Learning Approach for Whole-Body Low-Dose PET Reconstruction and Uncertainty Assessment
Korngut Noam 2023 MSc Abstracts SUPER-IVIM-DC: Intra-Voxel Incoherent Motion based Fetal Lung Maturity Assessment from Limited DWI Data using Supervised Learning Coupled with Data-Consistency
Zaffrani Yael 2023 MSc Abstracts Functional Fetal Lung Maturity Assessment by Simultaneous Quantitative Diffusion-Weighted MRI Analysis and Fetal Motion Correction with Deep-Neural Networks
Hezi Hadar 2023 MSc Abstracts Enhancing Deep Learning-based Colorectal Cancer Molecular Subtype Prediction from Histological Images through Integration of Domain Expertise Knowledge
Klein Roi Itzhak 2023 MSc Abstracts High Frequency Data-Driven Evapo Transpiration Estimation from Remote Multimodal Imagery
Barkat Lilach 2023 MSc Abstracts Improving Medical Images of Breast Cancer using Deep Learning
Rotman Elad 2022 MSc Super-IVIM-DC A Supervised Deep-Learning with Data Consistency Approach for “Intra-Voxel Incoherent Motion” Model Parameter Estimation from Diffusion-Weighted MRI Data
Ziselman Yaniv 2022 MSc Abstracts Deep-Learning based Automatic Crohn’s Disease Related Biomarker Assessment
Shats Daniel 2023 MSc Abstracts Improved Whole Slide Image Classification by Leveraging Deep Embeddings for High Resolution Slide Patches
Guez Itai 2023 MSc Abstracts Development of a Machine-Learning Model to Assess Crohn’s Disease Severity from Magnetic Resonance Enterography Data