☰

Joyita Dutta, Ph.D. - Publications

Affiliations: 
Electrical Engineering University of Southern California, Los Angeles, CA, United States 
Area:
MEG, EEG, PET, Optical Imaging, image Analysis
Tree Info Grants Similar researchers PubMed Report error

34 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Balaji V, Song TA, Malekzadeh M, Heidari P, Dutta J. Artificial Intelligence for PET and SPECT Image Enhancement. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 37945384 DOI: 10.2967/jnumed.122.265000  0.364
2022 Saboury B, Bradshaw T, Boellaard R, Buvat I, Dutta J, Hatt M, Jha AK, Li Q, Liu C, McMeekin H, Morris MA, Pandit-Taskar N, Scott PJH, Siegel E, Sunderland JJ, et al. Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 36522184 DOI: 10.2967/jnumed.121.263703  0.49
2021 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, et al. Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. PMID 34740952 DOI: 10.2967/jnumed.121.262567  0.49
2021 Song TA, Yang F, Dutta J. Noise2Void: unsupervised denoising of PET images. Physics in Medicine and Biology. 66. PMID 34663767 DOI: 10.1088/1361-6560/ac30a0  0.369
2021 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 Clinics. 16: 553-576. PMID 34537130 DOI: 10.1016/j.cpet.2021.06.005  0.38
2020 Meikle SR, Sossi V, Roncali E, Cherry SR, Banati R, Mankoff DA, Jones T, James ML, Sutcliffe J, Ouyang J, Petibon Y, Ma C, El Fakhri G, Surti S, Karp JS, ... ... Dutta J, et al. Quantitative PET in the 2020s: A Roadmap. Physics in Medicine and Biology. PMID 33339012 DOI: 10.1088/1361-6560/abd4f7  0.313
2020 Song TA, Chowdhury SR, Yang F, Dutta J. PET image super-resolution using generative adversarial networks. Neural Networks : the Official Journal of the International Neural Network Society. 125: 83-91. PMID 32078963 DOI: 10.1016/J.Neunet.2020.01.029  0.466
2020 Song TA, Chowdhury SR, Yang F, Dutta J. Super-Resolution PET Imaging Using Convolutional Neural Networks. Ieee Transactions On Computational Imaging. 6: 518-528. PMID 32055649 DOI: 10.1109/Tci.2020.2964229  0.482
2019 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 Transactions On Computational Imaging. 5: 530-539. PMID 31723575 DOI: 10.1109/Tci.2019.2913287  0.668
2019 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. Proceedings. Ieee International Symposium On Biomedical Imaging. 2019: 414-417. PMID 31327984 DOI: 10.1109/ISBI.2019.8759531  0.501
2019 Chowdhury SR, Dutta J. Higher-order singular value decomposition-based lung parcellation for breathing motion management. Journal of Medical Imaging (Bellingham, Wash.). 6: 024004. PMID 31065568 DOI: 10.1117/1.Jmi.6.2.024004  0.453
2018 Kim K, Dutta J, Groll AN, El Fakhri G, Meng LJ, Li Q. A novel depth-of-interaction rebinning strategy for ultrahigh resolution PET. Physics in Medicine and Biology. PMID 30040073 DOI: 10.1088/1361-6560/Aad58C  0.653
2018 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 Transactions On Medical Imaging. 37: 1478-1487. PMID 29870375 DOI: 10.1109/Tmi.2018.2832613  0.606
2017 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. Scientific Reports. 7: 13035. PMID 29026139 DOI: 10.1038/S41598-017-13339-7  0.649
2017 Groll A, Kim K, Bhatia H, Zhang JC, Wang JH, Shen ZM, Cai L, Dutta J, Li Q, Meng LJ. Hybrid Pixel-Waveform (HPWF) Enabled CdTe Detectors for Small Animal Gamma-Ray Imaging Applications. Ieee Transactions On Radiation and Plasma Medical Sciences. 1: 3-14. PMID 28516169 DOI: 10.1109/Tns.2016.2623807  0.618
2017 Su C, Dutta J, Zhang H, Fakhri GE, Li Q. Image deblurring using a joint entropy prior in x-ray luminescence computed tomography Proceedings of Spie. 10137: 1013706. DOI: 10.1117/12.2254649  0.66
2016 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 Journal of Biomedical and Health Informatics. PMID 28026794 DOI: 10.1109/Jbhi.2016.2642944  0.535
2015 Dutta J, Huang C, Li Q, El Fakhri G. Pulmonary imaging using respiratory motion compensated simultaneous PET/MR. Medical Physics. 42: 4227. PMID 26133621 DOI: 10.1118/1.4921616  0.649
2015 Dutta J, Fakhri GE, Zhu X, Li Q. PET point spread function modeling and image deblurring using a PET/MRI joint entropy prior Proceedings - International Symposium On Biomedical Imaging. 2015: 1423-1426. DOI: 10.1109/ISBI.2015.7164143  0.602
2013 Dutta J, Leahy RM, Li Q. Non-local means denoising of dynamic PET images. Plos One. 8: e81390. PMID 24339921 DOI: 10.1371/Journal.Pone.0081390  0.715
2013 Dutta J, Ahn S, Li Q. Quantitative statistical methods for image quality assessment. Theranostics. 3: 741-56. PMID 24312148 DOI: 10.7150/Thno.6815  0.661
2013 Dutta J, El Fakhri G, Huang C, Petibon Y, Reese TG, Li Q. Respiratory motion compensation in simultaneous PET/MR using a maximum a posteriori approach Proceedings - International Symposium On Biomedical Imaging. 800-803. DOI: 10.1109/ISBI.2013.6556596  0.544
2012 Dutta J, Ahn S, Li C, Cherry SR, Leahy RM. Joint L1 and total variation regularization for fluorescence molecular tomography. Physics in Medicine and Biology. 57: 1459-76. PMID 22390906 DOI: 10.1088/0031-9155/57/6/1459  0.611
2012 Dutta J, El Fakhri G, Lin Y, Huang C, Petibon Y, Reese TG, Leahy RM, Li Q. Spatially varying regularization for motion compensated PET reconstruction Ieee Nuclear Science Symposium Conference Record. 2156-2160. DOI: 10.1109/NSSMIC.2012.6551493  0.71
2012 Dutta J, El Fakhri G, Leahy RM, Li Q. A nonlocal averaging technique for kinetic parameter estimation from dynamic PET data Ieee Nuclear Science Symposium Conference Record. 3562-3566. DOI: 10.1109/NSSMIC.2011.6153669  0.461
2010 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. Physics in Medicine and Biology. 55: 6197-214. PMID 20885019 DOI: 10.1088/0031-9155/55/20/011  0.748
2010 Dutta J, Ahn S, Joshi AA, Leahy RM. Illumination pattern optimization for fluorescence tomography: theory and simulation studies. Physics in Medicine and Biology. 55: 2961-82. PMID 20436232 DOI: 10.1088/0031-9155/55/10/011  0.637
2010 Gardner C, Dutta J, Mitchell GS, Ahn S, Li C, Harvey P, Gershman R, Sheedy S, Mansfield JR, Cherry SR, Leahy RM, Levenson RM. Improved in vivo Fluorescence Tomography and Quantitation in Small Animals Using a Novel Multiview, Multispectral Imaging System Ieee Transactions On Biomedical Engineering. DOI: 10.1364/Biomed.2010.Btuf1  0.573
2009 Joshi AA, Chaudhari AJ, Li C, Shattuck DW, Dutta J, Leahy RM, Toga AW. POSTURE MATCHING AND ELASTIC REGISTRATION OF A MOUSE ATLAS TO SURFACE TOPOGRAPHY RANGE DATA. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2009: 366-369. PMID 21072317 DOI: 10.1109/ISBI.2009.5193060  0.743
2009 Dutta J, Ahn S, Joshi AA, Leahy RM. Optimal Illumination Patterns for Fluorescence Tomography. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2009: 1275-1278. PMID 20711365 DOI: 10.1109/ISBI.2009.5193295  0.63
2009 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. Optics Express. 17: 7571-85. PMID 19399136 DOI: 10.1364/Oe.17.007571  0.627
2009 Li C, Mitchell GS, Dutta J, Ahn S, Leahy RM, Cherry SR. A high sensitivity multi-spectral three-dimensional fluorescence optical tomography system for small animal imaging Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7174. DOI: 10.1117/12.809705  0.535
2008 Dutta J, Ahn S, Li C, Chaudhari AJ, Cherry SR, Leahy RM. Computationally efficient perturbative forward modeling for 3D multispectral bioluminescence and fluorescence tomography Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6913. DOI: 10.1117/12.770755  0.643
2006 Yang F, Tabassum R, Becker A, Sanchez JS, El Fakhri G, Li Q, Johnson KA, Dutta J. IC-P-203: JOINT DEBLURRING OF LONGITUDINAL DIFFERENTIAL PET IMAGES OF TAU Alzheimer's & Dementia. 14: P167-P167. DOI: 10.1016/J.Jalz.2018.06.2270  0.603
Show low-probability matches.