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Efrat Shimron

@efratshimron.bsky.social
59 followers 55 following 15 posts

Assistant professor, Electrical and Computer Engineering & Biomedical Engineering Depts, Technion. MRI, machine learning, computational imaging, AI bias. Open code.

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Efrat Shimron @efratshimron.bsky.social · 22/09/2025
When you win the #ERC + it's your birthday = huge celebration! 😊 🍾 My amazing lab members made it unforgettable by surprising me with flowers & champagne! We had many more reasons to celebrate - the TERA-HDH grant, students' excellence awards & even two weddings! Happy New Hebrew Year, everyone!🥂
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Efrat Shimron @efratshimron.bsky.social · 15/09/2025
We're honored to win the new binational TERA-HDH grant! 🚀 Our joint project with Dr. Philippe Ciuciu & NeuroSpin's team, titled K-SPARK, focuses on developing AI-driven methods for rapid T1w MRI🌟 Photo from ISMRM in Hawaii, where we got the great news. Say it with us: K-SPARK! ✨
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Efrat Shimron @efratshimron.bsky.social · 04/09/2025
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.
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Efrat Shimron @efratshimron.bsky.social · 04/09/2025
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!
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Efrat Shimron @efratshimron.bsky.social · 04/09/2025
Absolutely thrilled to share that I've been awarded a €1.8M 𝐄𝐑𝐂 𝐬𝐭𝐚𝐫𝐭𝐢𝐧𝐠 𝐠𝐫𝐚𝐧𝐭 to develop an AI-driven technology for low-field MRI! Exciting times ahead! For students/postdocs - my lab has 𝒐𝒑𝒆𝒏 𝒑𝒐𝒔𝒊𝒕𝒊𝒐𝒏𝒔! 🌟 Info here - lnkd.in/dg4cRD4H @erc.europa.eu #MRI #AI #lowfield #Technion
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Efrat Shimron @efratshimron.bsky.social · 17/06/2025
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.
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Efrat Shimron @efratshimron.bsky.social · 17/06/2025
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.
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Efrat Shimron @efratshimron.bsky.social · 17/06/2025
1/3 🔥 Postdoc opportunity! 🌟 Excited to share that Prof. Mert Sabuncu @msabuncu.bsky.social and I are recruiting postdocs for new research projects in AI for MRI. They will be co-mentored by us and work at the CornellTech campus on Roosevelt Island, NYC.✨
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Efrat Shimron @efratshimron.bsky.social · 11/05/2025
Last night I was excited to welcome new members at the Newbie reception and kick off the ISMRM week with @mrimark.bsky.social, our society's incoming president! @ismrm.bsky.social
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Efrat Shimron @efratshimron.bsky.social · 08/05/2025
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! 🍹
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Efrat Shimron @efratshimron.bsky.social · 08/05/2025
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.
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Efrat Shimron @efratshimron.bsky.social · 08/05/2025
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
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Efrat Shimron @efratshimron.bsky.social · 08/05/2025
1/4 Excited to share the 𝗳𝗶𝗿𝘀𝘁 𝗽𝗮𝗽𝗲𝗿 𝗳𝗿𝗼𝗺 𝗺𝘆 𝗹𝗮𝗯 and our upcoming ISMRM talks in Hawaii! ✨🌺 paper: lnkd.in/dAXV63W2 Led by Tal Oved from my lab, in collaboration w/ @rosenlab.bsky.social & Sheng Shen from Harvard/MGH, and Andrew Webb, Beatrice Lena & Chloé Najac from LUMC
ViT-Fuser, a new deep learning framework for longitudinal MRI with high- and low-field scan
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Reposted by Efrat Shimron
Nikola Stikov @stikov.bsky.social · 13/03/2025
This cookbook is long overdue, and it starts with my favorite Buckheit and Donoho quote! Inspiring work by @jtsense.bsky.social @efratshimron.bsky.social Moritz Zaiss and colleagues link.springer.com/article/10.1...
link.springer.com
MRI acquisition and reconstruction cookbook: recipes for reproducibility, served with real-world flavour - Magnetic Resonance Materials in Physics, Biology and Medicine
MRI acquisition and reconstruction research has transformed into a computation-driven field. As methods become more sophisticated, compute-heavy, and data-hungry, efforts to reproduce them become more...
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Efrat Shimron @efratshimron.bsky.social · 01/03/2025
Spring is here! Spectacular views all around. I hiked around my village and it was gorgeous. Have a great weekend everyone! 🌷
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Efrat Shimron @efratshimron.bsky.social · 31/01/2025
Hey all! This is my very first BlueSky post. The BASP Frontiers conference this week was fantastic! It was wonderful to reconnect with colleagues and hear about ongoing research. Here w/ @danielrueckert.bsky.social. Love the Swiss Alps 🤩
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