Efrat Shimron's Avatar

Efrat Shimron

@efratshimron.bsky.social

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

54 Followers  |  55 Following  |  15 Posts  |  Joined: 31.01.2025  |  1.6097

Latest posts by efratshimron.bsky.social on Bluesky

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When you win the #ERC + it's your birthday = huge celebration! ๐Ÿ˜Š ๐Ÿพ 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!๐Ÿฅ‚

22.09.2025 10:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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We're honored to win the new binational TERA-HDH grant! ๐Ÿš€ Our joint project with Dr. Philippe Ciuciu & NeuroSpin's team, titled K-SPARK, focuses on developing AI-driven methods for rapid T1w MRI๐ŸŒŸ

Photo from ISMRM in Hawaii, where we got the great news.
Say it with us: K-SPARK! โœจ

15.09.2025 11:16 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Iโ€™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.

04.09.2025 14:30 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Our goal is to build an integrated AIโ€“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 โ€” and weโ€™re excited to help drive this revolution!

04.09.2025 14:30 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Absolutely thrilled to share that I've been awarded a โ‚ฌ1.8M ๐„๐‘๐‚ ๐ฌ๐ญ๐š๐ซ๐ญ๐ข๐ง๐  ๐ ๐ซ๐š๐ง๐ญ to develop an AI-driven technology for low-field MRI!

Exciting times ahead!

For students/postdocs - my lab has ๐’๐’‘๐’†๐’ ๐’‘๐’๐’”๐’Š๐’•๐’Š๐’๐’๐’”! ๐ŸŒŸ
Info here - lnkd.in/dg4cRD4H

@erc.europa.eu
#MRI #AI #lowfield #Technion

04.09.2025 14:30 โ€” ๐Ÿ‘ 8    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

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.

17.06.2025 18:19 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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.

17.06.2025 18:19 โ€” ๐Ÿ‘ 2    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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1/3 ๐Ÿ”ฅ Postdoc opportunity! ๐ŸŒŸ 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.โœจ

17.06.2025 18:19 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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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

11.05.2025 17:39 โ€” ๐Ÿ‘ 8    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

4/3
Interested? Come hear our talks in Hawaii!

- ๐— ๐˜† ๐˜๐—ฎ๐—น๐—ธ ๐—ถ๐˜€ ๐—ผ๐—ป ๐—ฆ๐—ฎ๐˜๐˜‚๐—ฟ๐—ฑ๐—ฎ๐˜† ๐—ฎ๐˜ ๐Ÿด:๐Ÿฏ๐Ÿฌ๐—ฎ๐—บ ๐—ถ๐—ป ๐—ฟ๐—ผ๐—ผ๐—บ ๐Ÿฏ๐Ÿญ๐Ÿฒ๐—•. Note that it's the very 1st session - pick up your badge early to avoid the lines!

- ๐—ง๐—ฎ๐—น'๐˜€ ๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ ๐—ฃ๐—ถ๐˜๐—ฐ๐—ต ๐—ฎ๐—ป๐—ฑ ๐—ฝ๐—ผ๐˜€๐˜๐—ฒ๐—ฟ ๐—ฎ๐—ฟ๐—ฒ ๐—ผ๐—ป ๐— ๐—ผ๐—ป๐—ฑ๐—ฎ๐˜† ๐—ฎ๐˜ ๐Ÿฐ๐—ฝ๐—บ-๐Ÿฒ๐—ฝ๐—บ ๐—ถ๐—ป ๐—ฃ๐—ผ๐˜„๐—ฒ๐—ฟ ๐—ฃ๐—ถ๐˜๐—ฐ๐—ต ๐—ง๐—ต๐—ฒ๐—ฎ๐˜๐—ฟ๐—ฒ ๐Ÿญ, computer 21.

See you there! ๐Ÿน

08.05.2025 18:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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.

08.05.2025 18:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

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

08.05.2025 18:41 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
ViT-Fuser, a new deep learning framework for longitudinal MRI with high- and low-field scan

ViT-Fuser, a new deep learning framework for longitudinal MRI with high- and low-field scan

1/4 Excited to share the ๐—ณ๐—ถ๐—ฟ๐˜€๐˜ ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ ๐—ณ๐—ฟ๐—ผ๐—บ ๐—บ๐˜† ๐—น๐—ฎ๐—ฏ and our upcoming ISMRM talks in Hawaii! โœจ๐ŸŒบ

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 & Chloรฉ Najac from LUMC

08.05.2025 18:41 โ€” ๐Ÿ‘ 4    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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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...

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...

13.03.2025 11:48 โ€” ๐Ÿ‘ 6    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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Spring is here! Spectacular views all around. I hiked around my village and it was gorgeous. Have a great weekend everyone! ๐ŸŒท

01.03.2025 10:46 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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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 ๐Ÿคฉ

31.01.2025 09:54 โ€” ๐Ÿ‘ 13    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

@efratshimron is following 20 prominent accounts