Joyita Dutta

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 13

Top Topics

Adaptive Regularization

Methodological Issues

Image Deblurring

Top Venues

IEEE Trans. Computational Imaging

Publications

Arman Rahmim, Tyler J. Bradshaw, Guido Davidzon, Joyita Dutta, Georges El Fakhri, Munir Ghesani, Nicolas A. Karakatsanis, Quanzheng Li, Chi Liu, Emilie Roncali, Babak Saboury, Tahir Yusufaly, Abhinav K. Jha
Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024). CoRR (2024)
Arman Rahmim, Tyler J. Bradshaw, Irène Buvat, Joyita Dutta, Abhinav K. Jha, Paul E. Kinahan, Quanzheng Li, Chi Liu, Melissa D. McCradden, Babak Saboury, Eliot L. Siegel, John J. Sunderland, Richard L. Wahl
Issues and Challenges in Applications of Artificial Intelligence to Nuclear Medicine - The Bethesda Report (AI Summit 2022). CoRR (2022)
Fan Yang, Samadrita Roy Chowdhury, Heidi I. L. Jacobs, Jorge Sepulcre, Van J. Wedeen, Keith A. Johnson, Joyita Dutta
Longitudinal predictive modeling of tau progression along the structural connectome. NeuroImage 237 (2021)
Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Joyita Dutta
Super-Resolution PET Imaging Using Convolutional Neural Networks. IEEE Trans. Computational Imaging 6 (2020)
Jun Ying, Joyita Dutta, Ning Guo, Chenhui Hu, Dan Zhou, Arkadiusz Sitek, Quanzheng Li
Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Heidi I. L. Jacobs, Jorge Sepulcre, Van J. Wedeen, Keith A. Johnson, Joyita Dutta
A Physics-Informed Geometric Learning Model for Pathological Tau Spread in Alzheimer's Disease. MICCAI (7) (2020)
Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Joyita Dutta
PET image super-resolution using generative adversarial networks. Neural Networks 125 (2020)
Fan Yang, Samadrita Roy Chowdhury, Heidi I. L. Jacobs, Keith A. Johnson, Joyita Dutta
A Longitudinal Model for Tau Aggregation in Alzheimer's Disease Based on Structural Connectivity. IPMI (2019)
Tzu-An Song, Fan Yang, Samadrita Roy Chowdhury, Kyung Sang Kim, Keith A. Johnson, Georges El Fakhri, Quanzheng Li, Joyita Dutta
PET Image Deblurring and Super-Resolution With an MR-Based Joint Entropy Prior. IEEE Trans. Computational Imaging 5 (4) (2019)
Tzu-An Song, Samadrita Roy Chowdhury, Fan Yang, Heidi I. L. Jacobs, Georges El Fakhri, Quanzheng Li, Keith A. Johnson, Joyita Dutta
Graph Convolutional Neural Networks For Alzheimer's Disease Classification. ISBI (2019)
Kyung Sang Kim, Dufan Wu, Kuang Gong, Joyita Dutta, Jong Hoon Kim, Young-Don Son, Hang-Keun Kim, Georges El Fakhri, Quanzheng Li
Penalized PET Reconstruction Using Deep Learning Prior and Local Linear Fitting. IEEE Trans. Medical Imaging 37 (6) (2018)
Chang Su, Joyita Dutta, Hui Zhang, Georges El Fakhri, Quanzheng Li
Image deblurring using a joint entropy prior in x-ray luminescence computed tomography. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Jun Ying, Joyita Dutta, Ning Guo, Lei Xia, Arkadiusz Sitek, Quanzheng Li
Gold classification of COPDGene cohort based on deep learning. ICASSP (2016)
Joyita Dutta, Georges El Fakhri, Xuping Zhu, Quanzheng Li
PET point spread function modeling and image deblurring using a PET/MRI joint entropy prior. ISBI (2015)
Joyita Dutta, Georges El Fakhri, Chuan Huang, Yoann Petibon, Timothy G. Reese, Quanzheng Li
Respiratory motion compensation in simultaneous PET/MR using a maximum a posteriori approach. ISBI (2013)
Anand A. Joshi, Abhijit J. Chaudhari, Changqing Li, David W. Shattuck, Joyita Dutta, Richard M. Leahy, Arthur W. Toga
Posture Matching and Elastic Registration of a Mouse Atlas to Surface Topography Range Data. ISBI (2009)
Joyita Dutta, Sangtae Ahn, Anand A. Joshi, Richard M. Leahy
Optimal Illumination Patterns for Fluorescence Tomography. ISBI (2009)