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Author Details
Full Name
Joyita Dutta
Affiliation
University of Massachusetts Amherst
ORCID
Career Start Year
2009
Papers
32
H Index
16
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37945384
Artificial Intelligence for PET and SPECT Image Enhancement.
J Nucl Med
2024
36522184
Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem.
J Nucl Med
2023
37116913
Artificial Intelligence Algorithms Need to Be Explainable-or Do They?
J Nucl Med
2023
37195925
AI-Driven sleep staging from actigraphy and heart rate.
PLoS One
2023
34740952
Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development.
J Nucl Med
2022
33339012
Quantitative PET in the 2020s: a roadmap.
Phys Med Biol
2021
34663767
Noise2Void: unsupervised denoising of PET images.
Phys Med Biol
2021
34537130
Artificial Intelligence-Based Image Enhancement in PET Imaging: Noise Reduction and Resolution Enhancement.
PET Clin
2021
33957234
Longitudinal predictive modeling of tau progression along the structural connectome.
Neuroimage
2021
28026794
Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks.
IEEE J Biomed Health Inform
2020
32055649
Super-Resolution PET Imaging Using Convolutional Neural Networks.
IEEE Trans Comput Imaging
2020
32078963
PET image super-resolution using generative adversarial networks.
Neural Netw
2020
33263115
A physics-informed geometric learning model for pathological tau spread in Alzheimer's disease.
Med Image Comput Comput Assist Interv
2020
31065568
Higher-order singular value decomposition-based lung parcellation for breathing motion management.
J Med Imaging (Bellingham)
2019
31723575
PET Image Deblurring and Super-Resolution with an MR-Based Joint Entropy Prior.
IEEE Trans Comput Imaging
2019
31327984
GRAPH CONVOLUTIONAL NEURAL NETWORKS FOR ALZHEIMER'S DISEASE CLASSIFICATION.
Proc IEEE Int Symp Biomed Imaging
2019
31156312
A longitudinal model for tau aggregation in Alzheimer's disease based on structural connectivity.
Inf Process Med Imaging
2019
29870375
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting.
IEEE Trans Med Imaging
2018
30040073
A novel depth-of-interaction rebinning strategy for ultrahigh resolution PET.
Phys Med Biol
2018
28516169
Hybrid Pixel-Waveform (HPWF) Enabled CdTe Detectors for Small Animal Gamma-Ray Imaging Applications.
IEEE Trans Radiat Plasma Med Sci
2017
29026139
Partial volume correction for PET quantification and its impact on brain network in Alzheimer's disease.
Sci Rep
2017
26133621
Pulmonary imaging using respiratory motion compensated simultaneous PET/MR.
Med Phys
2015
26458343
Association of vitamin D receptor gene polymorphisms with polycystic ovary syndrome among Indian women.
Indian J Med Res
2015
23637019
Inhibition of CK2 binding to BMPRIa induces C2C12 differentiation into osteoblasts and adipocytes.
J Cell Commun Signal
2013
24339921
Non-local means denoising of dynamic PET images.
PLoS One
2013
24312148
Quantitative statistical methods for image quality assessment.
Theranostics
2013
22390906
Joint L1 and total variation regularization for fluorescence molecular tomography.
Phys Med Biol
2012
20436232
Illumination pattern optimization for fluorescence tomography: theory and simulation studies.
Phys Med Biol
2010
20885019
DigiWarp: a method for deformable mouse atlas warping to surface topographic data.
Phys Med Biol
2010
19399136
A three-dimensional multispectral fluorescence optical tomography imaging system for small animals based on a conical mirror design.
Opt Express
2009
20711365
Optimal Illumination Patterns for Fluorescence Tomography.
Proc IEEE Int Symp Biomed Imaging
2009
21072317
POSTURE MATCHING AND ELASTIC REGISTRATION OF A MOUSE ATLAS TO SURFACE TOPOGRAPHY RANGE DATA.
Proc IEEE Int Symp Biomed Imaging
2009
1 - 32 of 32
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