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Joyita Dutta
Joyita Dutta
Associate Professor at UMass Amherst
Verified email at umass.edu - Homepage
Title
Cited by
Cited by
Year
Penalized PET reconstruction using deep learning prior and local linear fitting
K Kim, D Wu, K Gong, J Dutta, JH Kim, YD Son, HK Kim, G El Fakhri, Q Li
IEEE transactions on medical imaging 37 (6), 1478-1487, 2018
1872018
Non-local means denoising of dynamic PET images
J Dutta, RM Leahy, Q Li
PloS one 8 (12), e81390, 2013
1532013
Joint L1 and total variation regularization for fluorescence molecular tomography
J Dutta, S Ahn, C Li, SR Cherry, RM Leahy
Physics in Medicine & Biology 57 (6), 1459, 2012
1302012
A three-dimensional multispectral fluorescence optical tomography imaging system for small animals based on a conical mirror design
C Li, GS Mitchell, J Dutta, S Ahn, RM Leahy, SR Cherry
Optics express 17 (9), 7571-7585, 2009
1132009
Graph convolutional neural networks for Alzheimer’s disease classification
TA Song, SR Chowdhury, F Yang, H Jacobs, G El Fakhri, Q Li, K Johnson, ...
2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019
912019
PET image super-resolution using generative adversarial networks
TA Song, SR Chowdhury, F Yang, J Dutta
Neural Networks 125, 83-91, 2020
842020
Super-resolution PET imaging using convolutional neural networks
TA Song, SR Chowdhury, F Yang, J Dutta
IEEE transactions on computational imaging 6, 518-528, 2020
692020
Artificial intelligence-based image enhancement in pet imaging: Noise reduction and resolution enhancement
J Liu, M Malekzadeh, N Mirian, TA Song, C Liu, J Dutta
PET clinics 16 (4), 553-576, 2021
622021
Illumination pattern optimization for fluorescence tomography: theory and simulation studies
J Dutta, S Ahn, AA Joshi, RM Leahy
Physics in Medicine & Biology 55 (10), 2961, 2010
602010
Nuclear medicine and artificial intelligence: best practices for algorithm development
TJ Bradshaw, R Boellaard, J Dutta, AK Jha, P Jacobs, Q Li, C Liu, A Sitek, ...
Journal of Nuclear Medicine 63 (4), 500-510, 2022
542022
Quantitative statistical methods for image quality assessment
J Dutta, S Ahn, Q Li
Theranostics 3 (10), 741, 2013
542013
Quantitative PET in the 2020s: a roadmap
SR Meikle, V Sossi, E Roncali, SR Cherry, R Banati, D Mankoff, T Jones, ...
Physics in Medicine & Biology 66 (6), 06RM01, 2021
472021
Partial volume correction for PET quantification and its impact on brain network in Alzheimer’s disease
J Yang, C Hu, N Guo, J Dutta, LM Vaina, KA Johnson, J Sepulcre, ...
Scientific Reports 7 (1), 13035, 2017
412017
Classification of exacerbation frequency in the COPDGene cohort using deep learning with deep belief networks
J Ying, J Dutta, N Guo, C Hu, D Zhou, A Sitek, Q Li
IEEE journal of biomedical and health informatics 24 (6), 1805-1813, 2016
402016
Pulmonary imaging using respiratory motion compensated simultaneous PET/MR
J Dutta, C Huang, Q Li, G El Fakhri
Medical physics 42 (7), 4227-4240, 2015
342015
DigiWarp: a method for deformable mouse atlas warping to surface topographic data
AA Joshi, AJ Chaudhari, C Li, J Dutta, SR Cherry, DW Shattuck, AW Toga, ...
Physics in Medicine & Biology 55 (20), 6197, 2010
312010
PET image deblurring and super-resolution with an MR-based joint entropy prior
TA Song, F Yang, SR Chowdhury, K Kim, KA Johnson, G El Fakhri, Q Li, ...
IEEE transactions on computational imaging 5 (4), 530-539, 2019
302019
Systems and methods for motion correction in positron emission tomography imaging
G El Fakhri, C Huang, J Ouyang, Q Li, Y Petibon, J Dutta
US Patent 9,495,771, 2016
262016
Noise2Void: unsupervised denoising of PET images
TA Song, F Yang, J Dutta
Physics in Medicine & Biology 66 (21), 214002, 2021
252021
Hybrid pixel-waveform (HPWF) enabled CdTe detectors for small animal gamma-ray imaging applications
A Groll, K Kim, H Bhatia, JC Zhang, JH Wang, ZM Shen, L Cai, J Dutta, ...
IEEE transactions on radiation and plasma medical sciences 1 (1), 3-14, 2016
252016
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