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Junshen Xu
Junshen Xu
PhD student, MIT EECS
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Ultra–Low-Dose 18F-Florbetaben Amyloid PET Imaging Using Deep Learning with Multi-Contrast MRI Inputs
KT Chen, E Gong, FB de Carvalho Macruz, J Xu, A Boumis, M Khalighi, ...
Radiology 290 (3), 649-656, 2019
2392019
200x low-dose PET reconstruction using deep learning
J Xu, E Gong, J Pauly, G Zaharchuk
arXiv preprint arXiv:1712.04119, 2017
1742017
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
S Winzeck, A Hakim, R McKinley, JA Pinto, V Alves, C Silva, M Pisov, ...
Frontiers in neurology 9, 679, 2018
1632018
Assessing EGFR gene mutation status in non-small cell lung cancer with imaging features from PET/CT
M Jiang, Y Zhang, J Xu, M Ji, Y Guo, Y Guo, J Xiao, X Yao, H Shi, M Zeng
Nuclear medicine communications 40 (8), 842-849, 2019
342019
Fetal pose estimation in volumetric MRI using a 3D convolution neural network
J Xu, M Zhang, EA Turk, L Zhang, PE Grant, K Ying, P Golland, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
302019
Deformed2self: Self-supervised denoising for dynamic medical imaging
J Xu, E Adalsteinsson
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
262021
Nesvor: Implicit neural representation for slice-to-volume reconstruction in mri
J Xu, D Moyer, B Gagoski, JE Iglesias, PE Grant, P Golland, ...
IEEE Transactions on Medical Imaging, 2023
252023
Multi-scale neural odes for 3d medical image registration
J Xu, EZ Chen, X Chen, T Chen, S Sun
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
232021
Semi-supervised learning for fetal brain MRI quality assessment with ROI consistency
J Xu, S Lala, B Gagoski, E Abaci Turk, PE Grant, P Golland, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
212020
Automated detection and reacquisition of motion‐degraded images in fetal HASTE imaging at 3 T
B Gagoski, J Xu, P Wighton, MD Tisdall, R Frost, WC Lo, P Golland, ...
Magnetic resonance in medicine 87 (4), 1914-1922, 2022
202022
SVoRT: iterative transformer for slice-to-volume registration in fetal brain MRI
J Xu, D Moyer, PE Grant, P Golland, JE Iglesias, E Adalsteinsson
International Conference on Medical Image Computing and Computer-Assisted …, 2022
182022
Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information
J Xu, E Gong, J Ouyang, J Pauly, G Zaharchuk
Medical imaging 2020: Image processing 11313, 420-432, 2020
182020
Enhanced detection of fetal pose in 3D MRI by deep reinforcement learning with physical structure priors on anatomy
M Zhang, J Xu, E Abaci Turk, PE Grant, P Golland, E Adalsteinsson
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
152020
STRESS: Super-resolution for dynamic fetal MRI using self-supervised learning
J Xu, E Abaci Turk, PE Grant, P Golland, E Adalsteinsson
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
102021
3D fetal pose estimation with adaptive variance and conditional generative adversarial network
J Xu, M Zhang, EA Turk, PE Grant, P Golland, E Adalsteinsson
Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis …, 2020
72020
200x low-dose PET reconstruction using deep learning. 2017
J Xu, E Gong, J Pauly, G Zaharchuk
CoRR, abs/1712.04119, 2019
62019
Improved prediction of the final infarct from acute stroke neuroimaging using deep learning
Y Niu, E Gong, J Xu, T Thamm, J Pauly, G Zaharchuk
Proceedings of the 26th International Society for Magnetic Resonance in …, 2018
5*2018
Latent signal models: Learning compact representations of signal evolution for improved time‐resolved, multi‐contrast MRI
Y Arefeen, J Xu, M Zhang, Z Dong, F Wang, J White, B Bilgic, ...
Magnetic Resonance in Medicine 90 (2), 483-501, 2023
22023
Deep Learning-based Fetal-Uterine Motion Modeling from Volumetric EPI Time Series
M Li, Y Xiao, T Liu, J Xu, E Turk, B Gagoski, K Ying, P Golland, E Grant, ...
ISMRM 2020, 1027, 2020
22020
Fetal pose estimation via deep neural network by detection of fetal joints, eyes, and bladder
M Zhang, J Xu, E Turk, L Zhang, PE Grant, K Ying, P Golland, ...
International Society for Magnetic Resonance in Medecine 27th Scientific Meeting, 2019
22019
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