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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.
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    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. 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:    
    2. 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.
      Citations:    
    3. 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.
      Citations:    
    4. 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 Apr 01; 66(4):509-515. PMID: 39947910.
      Citations:    
    5. 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.
      Citations:    
    6. 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.
      Citations:    
    7. 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.
      Citations:    
    8. 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.
      Citations:    
    9. 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.
      Citations:    
    10. 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:    
    11. Song TA, Yang F, Dutta J. Noise2Void: unsupervised denoising of PET images. Phys Med Biol. 2021 11 01; 66(21). PMID: 34663767.
      Citations:    
    12. 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:    
    13. 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:    
    14. 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:    
    15. 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.
      Citations:    
    16. 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.
      Citations:    
    17. 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:    
    18. 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:    
    19. 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:    
    20. 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:    
    21. Dutta J, Leahy RM, Li Q. Non-local means denoising of dynamic PET images. PLoS One. 2013; 8(12):e81390. PMID: 24339921.
      Citations:    
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