Efrat Shimron
@efratshimron.bsky.social
Assistant professor, Electrical and Computer Engineering & Biomedical Engineering Depts, Technion.
MRI, machine learning, computational imaging, AI bias. Open code.
MRI, machine learning, computational imaging, AI bias. Open code.
I’m honored to receive the ERC funding and super proud of my brilliant team, whose hard work and dedication made this possible. Many thanks also to my colleagues and mentors, whose kind advice was highly motivating.
September 4, 2025 at 2:30 PM
I’m honored to receive the ERC funding and super proud of my brilliant team, whose hard work and dedication made this possible. Many thanks also to my colleagues and mentors, whose kind advice was highly motivating.
Our goal is to build an integrated AI–MRI framework for rapid discovery of new low-field MRI techniques, to enable high-quality imaging with low-cost devices. Medical imaging with compact, affordable devices is the next big thing — and we’re excited to help drive this revolution!
September 4, 2025 at 2:30 PM
Our goal is to build an integrated AI–MRI framework for rapid discovery of new low-field MRI techniques, to enable high-quality imaging with low-cost devices. Medical imaging with compact, affordable devices is the next big thing — and we’re excited to help drive this revolution!
3/3 Interested? Please send your CV, including a list of publications, and an application letter to efrat.s@technion.ac.il
Please include the phrase "Application for Empire AI postdoc position" in the email's subject line.
Please include the phrase "Application for Empire AI postdoc position" in the email's subject line.
June 17, 2025 at 6:19 PM
3/3 Interested? Please send your CV, including a list of publications, and an application letter to efrat.s@technion.ac.il
Please include the phrase "Application for Empire AI postdoc position" in the email's subject line.
Please include the phrase "Application for Empire AI postdoc position" in the email's subject line.
2/3 Joint affiliation: Cornell-Tech, @cornelltech.bsky.social, Jacobs Institute, Technion - Israel Institute of Technology
Funding: available immediately from Empire AI
We're looking for postdocs with a solid background and extensive hands-on experience in deep learning for medical imaging.
Funding: available immediately from Empire AI
We're looking for postdocs with a solid background and extensive hands-on experience in deep learning for medical imaging.
June 17, 2025 at 6:19 PM
2/3 Joint affiliation: Cornell-Tech, @cornelltech.bsky.social, Jacobs Institute, Technion - Israel Institute of Technology
Funding: available immediately from Empire AI
We're looking for postdocs with a solid background and extensive hands-on experience in deep learning for medical imaging.
Funding: available immediately from Empire AI
We're looking for postdocs with a solid background and extensive hands-on experience in deep learning for medical imaging.
4/3
Interested? Come hear our talks in Hawaii!
- 𝗠𝘆 𝘁𝗮𝗹𝗸 𝗶𝘀 𝗼𝗻 𝗦𝗮𝘁𝘂𝗿𝗱𝗮𝘆 𝗮𝘁 𝟴:𝟯𝟬𝗮𝗺 𝗶𝗻 𝗿𝗼𝗼𝗺 𝟯𝟭𝟲𝗕. Note that it's the very 1st session - pick up your badge early to avoid the lines!
- 𝗧𝗮𝗹'𝘀 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗮𝗻𝗱 𝗽𝗼𝘀𝘁𝗲𝗿 𝗮𝗿𝗲 𝗼𝗻 𝗠𝗼𝗻𝗱𝗮𝘆 𝗮𝘁 𝟰𝗽𝗺-𝟲𝗽𝗺 𝗶𝗻 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗧𝗵𝗲𝗮𝘁𝗿𝗲 𝟭, computer 21.
See you there! 🍹
Interested? Come hear our talks in Hawaii!
- 𝗠𝘆 𝘁𝗮𝗹𝗸 𝗶𝘀 𝗼𝗻 𝗦𝗮𝘁𝘂𝗿𝗱𝗮𝘆 𝗮𝘁 𝟴:𝟯𝟬𝗮𝗺 𝗶𝗻 𝗿𝗼𝗼𝗺 𝟯𝟭𝟲𝗕. Note that it's the very 1st session - pick up your badge early to avoid the lines!
- 𝗧𝗮𝗹'𝘀 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗮𝗻𝗱 𝗽𝗼𝘀𝘁𝗲𝗿 𝗮𝗿𝗲 𝗼𝗻 𝗠𝗼𝗻𝗱𝗮𝘆 𝗮𝘁 𝟰𝗽𝗺-𝟲𝗽𝗺 𝗶𝗻 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗧𝗵𝗲𝗮𝘁𝗿𝗲 𝟭, computer 21.
See you there! 🍹
May 8, 2025 at 6:41 PM
4/3
Interested? Come hear our talks in Hawaii!
- 𝗠𝘆 𝘁𝗮𝗹𝗸 𝗶𝘀 𝗼𝗻 𝗦𝗮𝘁𝘂𝗿𝗱𝗮𝘆 𝗮𝘁 𝟴:𝟯𝟬𝗮𝗺 𝗶𝗻 𝗿𝗼𝗼𝗺 𝟯𝟭𝟲𝗕. Note that it's the very 1st session - pick up your badge early to avoid the lines!
- 𝗧𝗮𝗹'𝘀 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗮𝗻𝗱 𝗽𝗼𝘀𝘁𝗲𝗿 𝗮𝗿𝗲 𝗼𝗻 𝗠𝗼𝗻𝗱𝗮𝘆 𝗮𝘁 𝟰𝗽𝗺-𝟲𝗽𝗺 𝗶𝗻 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗧𝗵𝗲𝗮𝘁𝗿𝗲 𝟭, computer 21.
See you there! 🍹
Interested? Come hear our talks in Hawaii!
- 𝗠𝘆 𝘁𝗮𝗹𝗸 𝗶𝘀 𝗼𝗻 𝗦𝗮𝘁𝘂𝗿𝗱𝗮𝘆 𝗮𝘁 𝟴:𝟯𝟬𝗮𝗺 𝗶𝗻 𝗿𝗼𝗼𝗺 𝟯𝟭𝟲𝗕. Note that it's the very 1st session - pick up your badge early to avoid the lines!
- 𝗧𝗮𝗹'𝘀 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗮𝗻𝗱 𝗽𝗼𝘀𝘁𝗲𝗿 𝗮𝗿𝗲 𝗼𝗻 𝗠𝗼𝗻𝗱𝗮𝘆 𝗮𝘁 𝟰𝗽𝗺-𝟲𝗽𝗺 𝗶𝗻 𝗣𝗼𝘄𝗲𝗿 𝗣𝗶𝘁𝗰𝗵 𝗧𝗵𝗲𝗮𝘁𝗿𝗲 𝟭, computer 21.
See you there! 🍹
3/4
- Experiments with 4 MRI datasets, including raw in-vivo 50mT and 6.5mT data, show that our framework provides state-of-the-art performance
- ViT-Fuser is also highly robust to variations in field strength, SNR, acceleration factor, and tissue contrast/pulse sequence.
- Experiments with 4 MRI datasets, including raw in-vivo 50mT and 6.5mT data, show that our framework provides state-of-the-art performance
- ViT-Fuser is also highly robust to variations in field strength, SNR, acceleration factor, and tissue contrast/pulse sequence.
May 8, 2025 at 6:41 PM
3/4
- Experiments with 4 MRI datasets, including raw in-vivo 50mT and 6.5mT data, show that our framework provides state-of-the-art performance
- ViT-Fuser is also highly robust to variations in field strength, SNR, acceleration factor, and tissue contrast/pulse sequence.
- Experiments with 4 MRI datasets, including raw in-vivo 50mT and 6.5mT data, show that our framework provides state-of-the-art performance
- ViT-Fuser is also highly robust to variations in field strength, SNR, acceleration factor, and tissue contrast/pulse sequence.
2/4
- We introduce a novel longitudinal MRI strategy: a baseline high-field scan & follow-up low-field scans
- To boost the low-field MRI speed and quality, we introduce ViT-Fuser, a deep network that extracts personalized features from the baseline scan and leverages them in the low-field recon
- We introduce a novel longitudinal MRI strategy: a baseline high-field scan & follow-up low-field scans
- To boost the low-field MRI speed and quality, we introduce ViT-Fuser, a deep network that extracts personalized features from the baseline scan and leverages them in the low-field recon
May 8, 2025 at 6:41 PM
2/4
- We introduce a novel longitudinal MRI strategy: a baseline high-field scan & follow-up low-field scans
- To boost the low-field MRI speed and quality, we introduce ViT-Fuser, a deep network that extracts personalized features from the baseline scan and leverages them in the low-field recon
- We introduce a novel longitudinal MRI strategy: a baseline high-field scan & follow-up low-field scans
- To boost the low-field MRI speed and quality, we introduce ViT-Fuser, a deep network that extracts personalized features from the baseline scan and leverages them in the low-field recon