Author

Siddharth Iyer

Massachusetts Institute of TechnologyORCID 0000-0002-6432-0850Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Christopher M. SandinoiD· 1 shared Congyu LiaoiD· 1 shared Elizabeth TongiD· 1 shared Itthi ChatnuntawechiD· 1 shared Kawin SetsompopiD· 1 shared Mahmut YurtiD· 1 shared Natthanan RuengchaijatuporniD· 1 shared Sophie SchaumaniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Christopher M. SandinoORCID

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1 paper

Recent·Most cited

Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction

Siddharth Iyer, Sophie Schauman, Christopher M. Sandino, Mahmut Yurt, Xiaozhi Cao, Congyu Liao, Natthanan Ruengchaijatuporn, Itthi Chatnuntawech, Elizabeth Tong, Kawin Setsompop

This paper introduces Deli-CS, a method that accelerates spatio-temporal MRI reconstruction using deep learning-initialized compressed sensing, reducing time and resource usage while maintaining quality.

bioRxiv · Mar 28, 2023 · PreprintNeuroscience