Sanjay Ghosh, PhD

Title(s)Research Collaborator, Radiology
SchoolSchool of Medicine
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    Collapse education and training
    Indian Institute of Science, Bangalore, IndiaPhD2019Electrical Engineering
    Indian Institute of Technology Madras, Chennai, IndiaM.Tech2013Electrical Engineering (Communication Systems)
    West Bengal University of Technology, Kolkata, IndiaB.Tech2011Electronics & Communication Engineering
    Collapse awards and honors
    IEEE Global Conference on Signal and Information Processing (GlobalSIP) 2018Best Student Paper Award

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    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Structured noise champagne: an empirical Bayesian algorithm for electromagnetic brain imaging with structured noise. Front Hum Neurosci. 2025; 19:1386275. Ghosh S, Cai C, Hashemi A, Gao Y, Haufe S, Sekihara K, Raj A, Nagarajan SS. PMID: 40260174; PMCID: PMC12010352.
      View in: PubMed   Mentions:
    2. Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models. IEEE Trans Med Imaging. 2024 02; 43(2):610-624. Hashemi A, Cai C, Gao Y, Ghosh S, Muller KR, Nagarajan SS, Haufe S. PMID: 36423312; PMCID: PMC11957911.
      View in: PubMed   Mentions: 4     Fields:    
    3. Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution. IEEE Trans Med Imaging. 2023 09; 42(9):2502-2512. Cai C, Long Y, Ghosh S, Hashemi A, Gao Y, Diwakar M, Haufe S, Sekihara K, Wu W, Nagarajan SS. PMID: 37028341.
      View in: PubMed   Mentions: 3     Fields:    
    4. A joint subspace mapping between structural and functional brain connectomes. Neuroimage. 2023 05 15; 272:119975. Ghosh S, Raj A, Nagarajan SS. PMID: 36870432; PMCID: PMC11244732.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    5. Multi-tasking deep network for tinnitus classification and severity prediction from multimodal structural MR images. J Neural Eng. 2023 01 18; 20(1). Lin CT, Ghosh S, Hinkley LB, Dale CL, Souza ACS, Sabes JH, Hess CP, Adams ME, Cheung SW, Nagarajan SS. PMID: 36595270.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    6. "Fast scale-adaptive bilateral texture smoothing". IEEE Transactions on Circuits and Systems for Video Technology. 2020; 30(7):pp. 2015 - 2026. S. Ghosh, R. G. Gavaskar, D. Panda, and K. N. Chaudhury.
    7. PhD Thesis: "Kernel-Based Image Filtering: Fast Algorithms and Applications". 2019. S. Ghosh. .
    8. "Optimized Fourier bilateral filtering". IEEE Signal Processing Letters. 2018; 10(25):1555 - 1559. S. Ghosh, P. Nair, and K. N. Chaudhury, .
    9. “Pruned non-local means”. IET Image Processing. 2017; 11(5):pp. 317-323. S. Ghosh, A. K. Mandal, and K. N. Chaudhury.
    10. "Artifact reduction for separable nonlocal means". Journal of Electronic Imaging. 2017; 6(26):063012 . S. Ghosh and K. N. Chaudhury. .
    11. "On fast bilateral filtering using Fourier kernels". IEEE Signal Processing Letters. 2016; 5(23):570-574. S. Ghosh and K. N. Chaudhury. . View Publication.
    12. "Fast separable nonlocal means". Journal of Electronic Imaging. 2016; 2(25):023026. S. Ghosh and K. N. Chaudhury. . View Publication.
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