Jeffrey A Fessler

 Jeffrey Fessler
William L Root Distinguished University Professor of Electrical Engineering and Computer Science
Professor of Electrical Engineering and Computer Science
Professor of Biomedical Engineering
College of Engineering
Professor of Radiology
Medical School
[email protected]
Available to mentor
Jeffrey A Fessler
Jeffrey Fessler
Professor
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  • Research Overview
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    • Center Memberships
    • Center Member
      e-Health and Artificial Intelligence Initiative
    • Center Member
      Rogel Cancer Center
    • Center Member
      AI and Digital Health Innovation

    Research Overview

    Statistical signal processing, machine learning, optimization, inverse problems, MRI

    Links
    • https://web.eecs.umich.edu/~fessler/

    Recent Publications

     See All Publications
    • Journal Article
      Smooth Optimization Using Global and Local Low-Rank Regularizers
      Lobos RA, Salazar Cavazos J, Nadakuditi RR, Fessler JA. SIAM Journal on Imaging Sciences, 2026 May 2; 19 (2): 839 - 878. DOI:10.1137/25m175891x
    • Preprint
      ForcingDAS: Unified and Robust Data Assimilation via Diffusion Forcing
      Jia Y, Chen S, Pan Y, Li X, Shi L, Jung C, Yuan H, Alkhouri I, Wu YC, Ravishankar S, Fessler JA, Qu Q. 2026 May 13;
    • Preprint
      Phantom- and simulation-based validation of combined diffusion relaxometry in ex vivo ADRD white matter
      Jacobson A, Murguia AM, Swanson SD, Nielsen J-F, Fessler JA, Seraji-Bozorgzad N. 2026 May 2; bioRxiv, DOI:10.64898/2026.04.27.721146
    • Preprint
      Scan-Adaptive Dynamic MRI Undersampling Using a Dictionary of Efficiently Learned Patterns
      Gautam S, Li A, Agarwal PP, Attili AK, Fessler JA, Seiberlich N, Ravishankar S. 2026 Feb 20; arXiv,
    • Journal Article
      A vendor-neutral functional MRI acquisition protocol for multi-site studies
      Nielsen J-F, Egan MK, Chen Q, Shafiekhani M, Wang JH, Hurley SA, Soldate JS, Lisinski J, LaConte SM, Sutton BP, Waggoner RA, Stirnberg R, Stöcker T, Fessler JA, Noll DC, Zaitsev M, Peltier SJ. Aperture Neuro, 2026 Feb 15; 6 (SI 1): DOI:10.52294/001c.155279
    • Journal Article
      A Convergent Generalized Krylov Subspace Method for Compressed Sensing MRI Reconstruction with Gradient-Driven Denoisers
      Hong T, Villa U, Fessler JA. IEEE Transactions on Computational Imaging, 2026 Jan 21; 1 - 14. DOI:10.1109/tci.2026.3655489
    • Journal Article
      Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction
      Yu H, Fessler JA, Jiang Y. IEEE Transactions on Medical Imaging, 2026 Apr 24; 1 - 1. DOI:10.1109/tmi.2026.3686724
    • Journal Article
      Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO)
      Gautam S, Li A, Seiberlich N, Fessler JA, Ravishankar S. IEEE Transactions on Computational Imaging, 2026 Jan 14; 1 - 13. DOI:10.1109/tci.2026.3653330