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

22 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
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
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  1
2008 Saraiya B, Gounder M, Dutta J, Saleem A, Collazo C, Zimmerman L, Nazar A, Gharibo M, Schaar D, Lin Y, Shih W, Aisner J, Strair RK, Rubin EH. Sequential topoisomerase targeting and analysis of mechanisms of resistance to topotecan in patients with acute myelogenous leukemia. Anti-Cancer Drugs. 19: 411-20. PMID 18454051 DOI: 10.1097/CAD.0b013e3282f5218b  0.8
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  1
2007 Dutta J, Yu H, Lee CY, Kim ES. Liquid jet propeller integrated with reservoir, channel, and cover Proceedings of the Ieee International Conference On Micro Electro Mechanical Systems (Mems). 683-686.  1
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