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Joyita Dutta PhD

TitleAdjunct Professor
InstitutionUMass Chan Medical School
DepartmentRadiology
AddressUniversity of Massachusetts Amherst
300 Massachusetts Avenue
Amherst MA 01003
Phone413-545-0390
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    Other Positions
    InstitutionT.H. Chan School of Medicine
    DepartmentRadiology


    Collapse Biography 
    Collapse education and training
    Indian Institutes of Technology Kharagpur, Kharagur, , IndiaBSElectronics and Electrical Com
    University of Southern California, Los Angeles, CA, United StatesMSElectrical Engineering
    University of Southern California, Los Angeles, CA, United StatesPHDElectrical Engineering

    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
    Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
    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. Koops EA, Giudicessi A, Baena A, Martinez L, Bonillas-Felix N, Medrano R, Dutta J, Gonzalez I, Alvarez S, Aguillon D, Quiroz YT, Jacobs HIL. Vulnerability of the locus coeruleus-entorhinal cortex white matter tract in autosomal dominant Alzheimer's disease. Alzheimers Dement. 2026 Jun; 22(6):e71587. PMID: 42273784.
      Citations:    
    2. Song TA, Zhang Y, Zhou Z, Hou L, Malekzadeh M, Behzad A, Dutta J. AI-Driven Sleep Staging Using Instantaneous Heart Rate and Accelerometry: Insights From an Apple Watch Study. IEEE Trans Biomed Eng. 2026 Apr; 73(4):1596-1608. PMID: 40971274.
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    3. Rahmim A, Bradshaw TJ, Davidzon G, Dutta J, El Fakhri G, Ghesani M, Karakatsanis NA, Li Q, Liu C, Roncali E, Saboury B, Yusufaly T, Jha AK. Nuclear Medicine AI in Action: The Bethesda Report (AI Summit 2024). J Nucl Med. 2026 03 02; 67(3):348-351. PMID: 41290370.
      Citations:    
    4. Yang F, Maher M, Saxena R, Dutta J. Unveiling unified patterns in Alzheimer's disease subtypes: An SCCA clustering approach integrating PET imaging and genomics data. Imaging Neurosci (Camb). 2026; 4. PMID: 41768526.
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    5. Zhou Z, Yang F, Song TA, Lei B, Zhang Y, Dutta J. DG-DiT: Dual-Branch Gating Diffusion Transformer for Multi-Tracer and Multi-Scanner Brain PET Image Denoising. IEEE Trans Radiat Plasma Med Sci. 2025 Nov 07. PMID: 41743403.
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    6. Banerjee A, Yang F, Dutta J, Cacciola A, Hornberger M, Saranathan M. Atrophy patterns of deep gray matter nuclei in Alzheimer's disease and frontotemporal dementia. J Alzheimers Dis. 2025 Dec; 108(4):1760-1777. PMID: 41160467.
      Citations:    
    7. Bradshaw TJ, Brosch-Lenz J, Uribe C, Karakatsanis N, Bruce R, Strigari L, Jha A, Dutta J, Schwartz J, El Fakhri G, Avval A, Rahmim A, Saboury B. Recommendations for Standardizing Nuclear Medicine Terminology and Data in the Era of Theranostics and Artificial Intelligence. J Nucl Med. 2025 09 02; 66(9):1471-1479. PMID: 40639909.
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    8. Buvat I, Dutta J, Jha AK, Siegel E, Yousefirizi F, Rahmim A, Bradshaw T. Should end-to-end deep learning replace handcrafted radiomics? Eur J Nucl Med Mol Imaging. 2025 Oct; 52(12):4360-4363. PMID: 40314811.
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    9. Yang F, Lei B, Zhou Z, Song TA, Balaji V, Dutta J. AI in SPECT Imaging: Opportunities and Challenges. Semin Nucl Med. 2025 May; 55(3):294-312. PMID: 40189986.
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    10. Yusufaly T, Roncali E, Brosch-Lenz J, Uribe C, Jha AK, Currie G, Dutta J, El-Fakhri G, McMeekin H, Pandit-Taskar N, Schwartz J, Shi K, Strigari L, Zaidi H, Saboury B, Rahmim A. Computational Nuclear Oncology Toward Precision Radiopharmaceutical Therapies: Current Tools, Techniques, and Uncharted Territories. J Nucl Med. 2025 04 01; 66(4):509-515. PMID: 39947910.
      Citations:    
    11. Koops EA, Dutta J, Hanseeuw BJ, Becker JA, Van Egroo M, Prokopiou PC, Price JC, Arnold SE, Sperling RA, Johnson KA, Jacobs HIL. Elevated locus coeruleus metabolism provides resilience against cognitive decline in preclinical Alzheimer's disease. Alzheimers Dement. 2025 01; 21(1):e14385. PMID: 39588792.
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    12. Dutta J, Balaji V, Song TA. Reply: Artificial Intelligence Algorithms Are Not Clairvoyant. J Nucl Med. 2024 06 03; 65(6):993-994. PMID: 38697673.
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    13. Balaji V, Song TA, Malekzadeh M, Heidari P, Dutta J. Artificial Intelligence for PET and SPECT Image Enhancement. J Nucl Med. 2024 01 02; 65(1):4-12. PMID: 37945384.
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    14. Song TA, Chowdhury SR, Malekzadeh M, Harrison S, Hoge TB, Redline S, Stone KL, Saxena R, Purcell SM, Dutta J. AI-Driven sleep staging from actigraphy and heart rate. PLoS One. 2023; 18(5):e0285703. PMID: 37195925.
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    15. Bradshaw TJ, McCradden MD, Jha AK, Dutta J, Saboury B, Siegel EL, Rahmim A. Artificial Intelligence Algorithms Need to Be Explainable-or Do They? J Nucl Med. 2023 06; 64(6):976-977. PMID: 37116913.
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    16. Saboury B, Bradshaw T, Boellaard R, Buvat I, Dutta J, Hatt M, Jha AK, Li Q, Liu C, McMeekin H, Morris MA, Scott PJH, Siegel E, Sunderland JJ, Pandit-Taskar N, Wahl RL, Zuehlsdorff S, Rahmim A. Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem. J Nucl Med. 2023 02; 64(2):188-196. PMID: 36522184.
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    17. Bradshaw TJ, Boellaard R, Dutta J, Jha AK, Jacobs P, Li Q, Liu C, Sitek A, Saboury B, Scott PJH, Slomka PJ, Sunderland JJ, Wahl RL, Yousefirizi F, Zuehlsdorff S, Rahmim A, Buvat I. Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development. J Nucl Med. 2022 04; 63(4):500-510. PMID: 34740952.
      Citations:    
    18. Song TA, Yang F, Dutta J. Noise2Void: unsupervised denoising of PET images. Phys Med Biol. 2021 11 01; 66(21). PMID: 34663767.
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    19. Liu J, Malekzadeh M, Mirian N, Song TA, Liu C, Dutta J. Artificial Intelligence-Based Image Enhancement in PET Imaging: Noise Reduction and Resolution Enhancement. PET Clin. 2021 Oct; 16(4):553-576. PMID: 34537130.
      Citations:    
    20. Yang F, Chowdhury SR, Jacobs HIL, Sepulcre J, Wedeen VJ, Johnson KA, Dutta J. Longitudinal predictive modeling of tau progression along the structural connectome. Neuroimage. 2021 08 15; 237:118126. PMID: 33957234.
      Citations:    
    21. Meikle SR, Sossi V, Roncali E, Cherry SR, Banati R, Mankoff D, Jones T, James M, Sutcliffe J, Ouyang J, Petibon Y, Ma C, El Fakhri G, Surti S, Karp JS, Badawi RD, Yamaya T, Akamatsu G, Schramm G, Rezaei A, Nuyts J, Fulton R, Kyme A, Lois C, Sari H, Price J, Boellaard R, Jeraj R, Bailey DL, Eslick E, Willowson KP, Dutta J. Quantitative PET in the 2020s: a roadmap. Phys Med Biol. 2021 03 12; 66(6):06RM01. PMID: 33339012.
      Citations:    
    22. Song TA, Chowdhury SR, Yang F, Jacobs HIL, Sepulcre J, Wedeen VJ, Johnson KA, Dutta J. A physics-informed geometric learning model for pathological tau spread in Alzheimer's disease. Med Image Comput Comput Assist Interv. 2020 Oct; 12267:418-427. PMID: 33263115.
      Citations:    
    23. Song TA, Chowdhury SR, Yang F, Dutta J. PET image super-resolution using generative adversarial networks. Neural Netw. 2020 May; 125:83-91. PMID: 32078963.
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    24. Song TA, Chowdhury SR, Yang F, Dutta J. Super-Resolution PET Imaging Using Convolutional Neural Networks. IEEE Trans Comput Imaging. 2020; 6:518-528. PMID: 32055649.
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    25. Song TA, Roy Chowdhury S, Yang F, Jacobs H, El Fakhri G, Li Q, Johnson K, Dutta J. GRAPH CONVOLUTIONAL NEURAL NETWORKS FOR ALZHEIMER'S DISEASE CLASSIFICATION. Proc IEEE Int Symp Biomed Imaging. 2019 Apr; 2019:414-417. PMID: 31327984.
      Citations:    
    26. Yang F, Roy Chowdhury S, Jacobs HIL, Johnson KA, Dutta J. A longitudinal model for tau aggregation in Alzheimer's disease based on structural connectivity. Inf Process Med Imaging. 2019; 11492:384-393. PMID: 31156312.
      Citations:    
    27. Chowdhury SR, Dutta J. Higher-order singular value decomposition-based lung parcellation for breathing motion management. J Med Imaging (Bellingham). 2019 Apr; 6(2):024004. PMID: 31065568.
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    28. Song TA, Yang F, Chowdhury SR, Kim K, Johnson KA, El Fakhri G, Li Q, Dutta J. PET Image Deblurring and Super-Resolution with an MR-Based Joint Entropy Prior. IEEE Trans Comput Imaging. 2019 Dec; 5(4):530-539. PMID: 31723575.
      Citations:    
    29. Kim K, Dutta J, Groll A, El Fakhri G, Meng LJ, Li Q. A novel depth-of-interaction rebinning strategy for ultrahigh resolution PET. Phys Med Biol. 2018 08 14; 63(16):165011. PMID: 30040073.
      Citations:    
    30. Kim K, Wu D, Gong K, Dutta J, Kim JH, Son YD, Kim HK, El Fakhri G, Li Q. Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. IEEE Trans Med Imaging. 2018 06; 37(6):1478-1487. PMID: 29870375.
      Citations:    
    31. Yang J, Hu C, Guo N, Dutta J, Vaina LM, Johnson KA, Sepulcre J, Fakhri GE, Li Q. Partial volume correction for PET quantification and its impact on brain network in Alzheimer's disease. Sci Rep. 2017 10 12; 7(1):13035. PMID: 29026139.
      Citations:    
    32. Ying J, Dutta J, Guo N, Hu C, Zhou D, Sitek A, Li Q. Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks. IEEE J Biomed Health Inform. 2020 06; 24(6):1805-1813. PMID: 28026794.
      Citations:    
    33. Dutta J, Huang C, Li Q, El Fakhri G. Pulmonary imaging using respiratory motion compensated simultaneous PET/MR. Med Phys. 2015 Jul; 42(7):4227-40. PMID: 26133621.
      Citations:    
    34. Dutta J, Leahy RM, Li Q. Non-local means denoising of dynamic PET images. PLoS One. 2013; 8(12):e81390. PMID: 24339921.
      Citations:    
    35. Dutta J, Ahn S, Li Q. Quantitative statistical methods for image quality assessment. Theranostics. 2013 Oct 04; 3(10):741-56. PMID: 24312148.
      Citations:    
    36. Dutta J, Ahn S, Li C, Cherry SR, Leahy RM. Joint L1 and total variation regularization for fluorescence molecular tomography. Phys Med Biol. 2012 Mar 21; 57(6):1459-76. PMID: 22390906.
      Citations:    
    37. Joshi AA, Chaudhari AJ, Li C, Dutta J, Cherry SR, Shattuck DW, Toga AW, Leahy RM. DigiWarp: a method for deformable mouse atlas warping to surface topographic data. Phys Med Biol. 2010 Oct 21; 55(20):6197-214. PMID: 20885019.
      Citations:    
    38. Dutta J, Ahn S, Joshi AA, Leahy RM. Illumination pattern optimization for fluorescence tomography: theory and simulation studies. Phys Med Biol. 2010 May 21; 55(10):2961-82. PMID: 20436232.
      Citations:    
    39. Dutta J, Ahn S, Joshi AA, Leahy RM. Optimal Illumination Patterns for Fluorescence Tomography. Proc IEEE Int Symp Biomed Imaging. 2009 Jun 28; 2009:1275-1278. PMID: 20711365.
      Citations:    
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