Efrat Shimron

According to our database, Efrat Shimron authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

NexOP: Joint Optimization of NEX-Aware k-space Sampling and Image Reconstruction for Low-Field MRI.

Tal Oved, Efrat Shimron

CoRR, May, 2026

2025

Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems.

Tal Oved, Beatrice Lena, Chloé Najac, Sheng Shen, Matthew S. Rosen, Andrew Webb, Efrat Shimron

CoRR, May, 2025

Toward Artificial Palpation: Representation Learning of Touch on Soft Bodies.

Zohar Rimon, Elisei Shafer, Tal Tepper, Efrat Shimron, Aviv Tamar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts.

Han Cui, Alfredo De Goyeneche, Efrat Shimron, Boyuan Ma, Michael Lustig

CoRR, 2024

Deep Learning for Accelerated and Robust MRI Reconstruction: a Review.

Reinhard Heckel, Mathews Jacob, Akshay Chaudhari, Or Perlman, Efrat Shimron

CoRR, 2024

2023

K-band: Self-supervised MRI Reconstruction via Stochastic Gradient Descent over K-space Subsets.

Frédéric Wang, Han Qi, Alfredo De Goyeneche, Reinhard Heckel, Michael Lustig, Efrat Shimron

CoRR, 2023

2021

Subtle Inverse Crimes: Naïvely training machine learning algorithms could lead to overly-optimistic results.

Efrat Shimron, Jonathan I. Tamir, Ke Wang, Michael Lustig

CoRR, 2021