Sotabase

Career

· Assistant Professor, Department of Electrical and Computer Engineering (ECE) & Department of Biomedical Engineering, Technion - Israel Institute of Technology2023–

Publications (29)

Implicit data crimes: Machine learning bias arising from misuse of public data
Proceedings of the National Academy of Sciences of the United States of America · 2022
94
cited
Deep learning for accelerated and robust MRI reconstruction
Magnetic Resonance Materials in Physics, Biology and Medicine · 2024
82
cited
AI in MRI: Computational Frameworks for a Faster, Optimized, and Automated Imaging Workflow
Bioengineering · 2023
38
cited
Sharing Data Is Essential for the Future of AI in Medical Imaging.
Radiology: Artificial Intelligence · 2023
29
cited
Deep Learning for Accelerated and Robust MRI Reconstruction: a Review
arXiv.org · 2024
17
cited
Subtle Inverse Crimes: Naïvely training machine learning algorithms could lead to overly-optimistic results
arXiv.org · 2021
11
cited
Accelerating Low-field MRI: Compressed Sensing and AI for fast noise-robust imaging
10
cited
Temporal differences (TED) compressed sensing: a method for fast MRgHIFU temperature imaging
2020
10
cited
K-band: Self-supervised MRI Reconstruction via Stochastic Gradient Descent over K-space Subsets
arXiv.org · 2023
8
cited
Synthesizing Complex-Valued Multicoil MRI Data from Magnitude-Only Images
Bioengineering · 2023
8
cited
CORE‐PI: Non‐iterative convolution‐based reconstruction for parallel MRI in the wavelet domain
Medical Physics (Lancaster) · 2018
7
cited
Utilizing Bochners Theorem for Constrained Evaluation of Missing Fourier Data
2015
5
cited
Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems
arXiv.org · 2025
4
cited
MRI acquisition and reconstruction cookbook: recipes for reproducibility, served with real-world flavour
Magnetic Resonance Materials in Physics, Biology and Medicine · 2025
4
cited
Accelerating Ultra-Low Field MRI with Compressed Sensing
ISMRM Annual Meeting
3
cited
BladeNet: Rapid PROPELLER Acquisition and Reconstruction for High spatio-temporal Resolution Abdominal MRI
ISMRM Annual Meeting
3
cited
CORE-Deblur: Parallel MRI Reconstruction by Deblurring using compressed sensing.
Magnetic Resonance Imaging · 2020
3
cited
Rigorous Uncertainty Estimation for MRI Reconstruction
ISMRM Annual Meeting
3
cited
Accelerating Low-field MRI: From Compressed Sensing to Deep Learning Reconstruction with CNNs and Transformers
2024
1
cited
Code review facility in Magnetic Resonance in Medicine
Magnetic Resonance in Medicine · 2024
1
cited
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Efrat Shimron | Researcher Profile | Sotabase | Sotabase