@RamyaMut

PhD @MIT_CSAIL | 3D biomedical computer vision | she/her

 Cambridge, MA
ramyamut.github.io/
Joined April 2021
  • Tweets18
  • Following181
  • Followers50
Ramya Muthukrishnan retweeted
Ravid Shwartz Ziv
@ziv_ravidJul 14
Just talked with a well-respected computational neuroscientist friend. The situation in academia outside CS is sad. Everyone is fighting over a shrinking pool of grants. And it's happening exactly when there's more money in AI than ever. There are so many companies that say they are going to solve diseases. Any researcher at {your favorite frontier lab} can raise millions for a foundation model of biology or the brain, while the people who actually study biology and the brain can't fund their labs.
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Ramya Muthukrishnan retweeted
Reads with Ravi
@readswithraviJul 2
This is so cool. We need to have more of these everywhere.
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I'm excited to share that I'll be heading to #ISMRM2025 in Honolulu this week to present my poster, "3D Fetal Head Pose Estimation from MRI Navigators with Equivariant Networks." (1/3)
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This is my first conference as a PhD student, and I'm very grateful to my collaborators at MIT, Inria, and Boston Children's Hospital for their support. If you'll be at ISMRM this year, I'd love to connect. (3/3) #FetalMRI #EquivariantNetworks #AIinHealthcare #MedicalImaging
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My work promises to enable real-time motion correction in fetal neuroanatomical scans, and introduces a novel pose estimation framework that exploits the symmetries in rigid head motion (2/3).
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Ramya Muthukrishnan retweeted
Despina Kontos@DespinaKontos17 Dec 2023
Check out our latest work on #FederatedLearning for #mammographic #density estimation, preliminary evaluation that will set the stage for larger studies with tomosynthesis arxiv.org/abs/2206.05575 @SpyridonBakas @RamyaMut @angelinah2018 @PennRadiology @columbiaimaging @ColumbiaPS

MammoFL: Mammographic Breast Density Estimation using Federated Learning

In this study, we automate quantitative mammographic breast density estimation with neural networks and show that this tool is a strong use case for federated learning on multi-institutional...

arxiv.org
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Last summer, I had the wonderful opportunity of interning at @MITLL, where my work, “InvRT: Solving Radar Inverse Problems with Transformers”, resulted in a paper and invited talk at the 2023 AAAI AI2ASE workshop. Check out the paper here ➡️ ai-2-ase.github.io/papers/23…
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Ramya Muthukrishnan retweeted
Vijay Kumar@vijay_r_kumar13 May 2023
With 400 of the smartest engineers at our commencement. Congratulations @PennEngineers Class of 2023. @Penn
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Ramya Muthukrishnan retweeted
Dani S. Bassett@DaniSBassett13 Oct 2022
New from @Science by @Penn's @claulopezneuro: Women researchers are cited less than men. Here’s why—and what can be done about it science.org/content/article/…

Women researchers are cited less than men. Here’s why—and what can be done about it

Two studies of citations in physics highlight factors contributing to this gender disparity

science.org
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Ramya Muthukrishnan retweeted
Spyridon Bakas@SpyridonBakas13 Sep 2022
Interested on the largest #Federated #MachineLearning study to-date for #Healthcare & @NeuroOnc? Meet with @ujjwalbaid0408 & me at the #NCIITCR #ITCR2022 PI meeting. @Penn @IntelAI @FeTS_AI @SarthakPati @DespinaKontos @JoelSaltz @NCIDataSci @NCIJBSloan @MLCommons @CBICAannounce
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Ramya Muthukrishnan retweeted
Campbell 🍅🥫@lofiMRI25 Aug 2022
Excited to announce our latest NeuroImage: Clinical @eic_nic paper! We developed a deep-learning algorithm to segment surgical resection cavities🔪🧠 Thanks @RamyaMut @_Nishant_Sinha @VickyLMorgan @Englot @katedavis12341 @joelsteinmd et al. Paper: bit.ly/DeepResection 👈
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Ramya Muthukrishnan retweeted
Lincoln Laboratory@MITLL1 Aug 2022
We are lucky to have so many young, bright, and talented interns with us this summer! Students have the unique opportunity to gain hands-on experience here at the Lab, contribute to projects, and gain experience that complements their courses of study. 🙌 Photo: Nicole Fandel
Group photo of MIT Lincoln Laboratory summer interns in the front lobby.

ALT Group photo of MIT Lincoln Laboratory summer interns in the front lobby.

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