Federated Transfer Learning for Low-dose PET Denoising: A Pilot Study with Simulated Heterogeneous Data
Zhou, Bo, Miao, Tianshun, Mirian, Niloufar, Chen, Xiongchao, Xie, Huidong, Feng, Zhicheng, Guo, Xueqi, Li, Xiaoxiao, Zhou, S. Kevin, Duncan, James S., Liu, Chi
Published in IEEE transactions on radiation and plasma medical sciences (01.03.2023)
Published in IEEE transactions on radiation and plasma medical sciences (01.03.2023)
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Journal Article
PET Image Denoising Using a Deep-Learning Method for Extremely Obese Patients
Liu, Hui, Yousefi, Hamed, Mirian, Niloufar, Lin, Mingde, Menard, David, Gregory, Matthew, Aboian, Mariam, Boustani, Annemarie, Chen, Ming-Kai, Saperstein, Lawrence, Pucar, Darko, Kulon, Michal, Liu, Chi
Published in IEEE transactions on radiation and plasma medical sciences (01.09.2022)
Published in IEEE transactions on radiation and plasma medical sciences (01.09.2022)
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Journal Article
Artificial Intelligence-Based Image Enhancement in PET Imaging: Noise Reduction and Resolution Enhancement
Liu, Juan, Malekzadeh, Masoud, Niloufar Mirian, Tzu-An Song, Liu, Chi, Dutta, Joyita
Published in arXiv.org (28.07.2021)
Published in arXiv.org (28.07.2021)
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Paper
Journal Article
A personalized deep learning denoising strategy for low-count PET images
Liu, Qiong, Liu, Hui, Mirian, Niloufar, Ren, Sijin, Viswanath, Varsha, Karp, Joel, Surti, Suleman, Liu, Chi
Published in Physics in medicine & biology (13.07.2022)
Published in Physics in medicine & biology (13.07.2022)
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Journal Article
Artificial Intelligence-Based Image Enhancement in PET Imaging: Noise Reduction and Resolution Enhancement
Liu, Juan, Malekzadeh, Masoud, Mirian, Niloufar, Song, Tzu-An, Liu, Chi, Dutta, Joyita
Published in PET clinics (01.10.2021)
Published in PET clinics (01.10.2021)
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Journal Article
Tuberculosis Bacilli Identification: A Novel Feature Extraction Approach via Statistical Shape and Color Models
Yousefi, Hamed, Mohammadi, Farnaz, Mirian, Niloufar, Amini, Navid
Published in 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2020)
Published in 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) (01.12.2020)
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Conference Proceeding