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Joyita Dutta, Ph.D.

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Research
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
  1. R21AG068890 (DUTTA, JOYITA) Aug 1, 2020 - Apr 30, 2022
    NIH/NIA
    Sleep metrics from machine learning for Alzheimer's disease diagnostics
    Role: Principal Investigator
  2. K01AG050711 (DUTTA, JOYITA) Aug 1, 2015 - Mar 31, 2020
    NIH/NIA
    Tau Quantitation in AD with High Resolution MRI and PET
    Role: Principal Investigator

Bibliographic
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. 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:    
  2. 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:    
  3. 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:    
  4. 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:    
  5. 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.
    Citations:    
  6. 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:    
  7. 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:    Fields:    
  8. 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:    Fields:    
  9. 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: 1     Fields:    
  10. 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 Jun; 24(6):1805-1813. PMID: 28026794.
    Citations:    Fields:    
  11. 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: 2     Fields:    Translation:Humans
  12. Dutta J, Leahy RM, Li Q. Non-local means denoising of dynamic PET images. PLoS One. 2013; 8(12):e81390. PMID: 24339921.
    Citations: 6     Fields:    Translation:Animals
  13. Dutta J, Ahn S, Li Q. Quantitative statistical methods for image quality assessment. Theranostics. 2013 Oct 04; 3(10):741-56. PMID: 24312148.
    Citations: 8     Fields:    Translation:Humans
  14. Dutta J, El Fakhri G, Huang C, Petibon Y, Reese TG, Li Q. Proceedings, IEEE International Symposium Biomedical Imaging (ISBI), San Francisco, CA, Apr 7–11, 2013. Respiratory motion compensation in simultaneous PET/MR using a maximum a posteriori approach. 2013; 788–791.
  15. Dutta J, El Fakhri G, Lin Y, Huang C, Petibon Y, Reese TG, Leahy RM, Li Q. Proceedings IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC), Anaheim, CA, Oct 29–Nov 3, 2012. Spatially varying regularization for motion compensated PET reconstruction. 2012; 2156–2160.
  16. 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: 11     Fields:    Translation:Animals
  17. Dutta J, El Fakhri G, Leahy RM, Li Q. Proceedings IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC), Valencia, Spain, Oct.23–29, 2011. A nonlocal averaging technique for kinetic parameter estimation from dynamic PET Data. 2011; 3562–3566.
  18. Gardner C, Dutta J, Mitchell GS, Ahn S, Li C, Harvey P, Gershman R, Sheedy S, Mansfield J, Cherry SR, Leahy RM, Levenson R. Biomedical Optics, OSA Technical Digest (CD) (Optical Society of America, 2010). Improved in vivo fluorescence tomography and quantitation in small animals using a novel multiview, multispectral imaging system. 2010; BTuF1.
  19. 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: 8     Fields:    Translation:Animals
  20. 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: 8     Fields:    Translation:Animals
  21. 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: 1     
  22. Joshi AA, Chaudhari AJ, Shattuck DW, Li C, Dutta J, Leahy RM, Toga AW. Proceedings, IEEE International Symposium Biomedical Imaging (ISBI), Boston, MA, Jun. 28–Jul. 1, 2009. Posture matching and elastic registration of a mouse atlas to surface topography range data. 2009; 366–369.
  23. Li C, Mitchell GS, Dutta J, Ahn S, Leahy RM, Cherry SR. A three-dimensional multispectral fluorescence optical tomography imaging system for small animals based on a conical mirror design. Opt Express. 2009 Apr 27; 17(9):7571-85. PMID: 19399136.
    Citations: 22     Fields:    Translation:Animals
  24. Li C, Mitchell GS, Dutta J, Ahn S, Leahy RM, Cherry SR. Proceedings Optical Tomography and Spectroscopy of Tissue VIII, SPIE Biomedical Optics Symposium (BiOS), vol. 7174, San Jose, CA, Jan. 24–29, 2009. A high sensitivity multi-spectral three-dimensional fluorescence optical tomography system for small animal imaging. 2009.
  25. Dutta J, Ahn S, Li C, Chaudhari AJ, Cherry SR, Leahy RM. Proceedings SPIE Medical Imaging 2008: Physics of Medical Imaging, vol. 6913, 69130C, San Diego, CA, Feb. 16–21, 2008. Computationally efficient perturbative forward modeling for 3D multispectral bioluminescence and fluorescence tomography. 2008.
  26. Dutta J, Yu H, Lee C, Kim ES. Proceedings 20th IEEE International Conference on Micro Electro Mechanical Systems, Kobe, Japan, January 21–25, 2007. Liquid jet propeller integrated with reservoir, channel, and cover. 2007; 683–686.
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.