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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Bioengineering· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:dimensionality reduction· 2 Assay:imaging· 2 Organism:human· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Congyu LiaoiD· 2 shared Kawin SetsompopiD· 2 shared Mahmut YurtiD· 2 shared Xiaozhi CaoiD· 2 shared Adam B. KerriD· 1 shared Cagan AlkaniD· 1 shared Christopher M. SandinoiD· 1 shared Daniel AbrahamiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersBioengineering

Congyu LiaoORCID

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2 papers

Recent·Most cited

BioengineeringMagnetic Resonance in MedicinePeer-reviewedSep 9, 2024

Spherical Echo-Planar Time-resolved Imaging (sEPTI) for rapid 3D quantitative T2* and Susceptibility imaging

Nan Wang, Congyu Liao, Xiaozhi Cao…·Kawin Setsompop

This paper introduces sEPTI, a 3D imaging technique for rapid whole-brain T2* and susceptibility mapping, achieving faster imaging and improved quality compared to existing methods.

11 citations

humanimaging

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NeurosciencebioRxivPreprintMar 28, 2023

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

Siddharth Iyer, Sophie Schauman, Christopher M. Sandino…·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.

1 citation

imagingdeep learning

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