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Books and Theses
- 2023
[b1]Junshen Xu:
A Robust and Efficient Framework for Slice-to-Volume Reconstruction: Application to Fetal MRI. MIT, USA, 2023
Journal Articles
- 2023
- [j1]Junshen Xu
, Daniel Moyer, Borjan A. Gagoski, Juan Eugenio Iglesias, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI. IEEE Trans. Medical Imaging 42(6): 1707-1719 (2023)
Conference and Workshop Papers
- 2023
- [c11]Yingcheng Liu, Neerav Karani, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland:
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series. PIPPI@MICCAI 2023: 77-87 - [c10]Molin Zhang, Junshen Xu, Yamin Arefeen, Elfar Adalsteinsson:
Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space. MIDL 2023: 1713-1725 - 2022
- [c9]Junshen Xu, Daniel Moyer, Patricia Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson:
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI. MICCAI (6) 2022: 3-13 - 2021
- [c8]Junshen Xu, Elfar Adalsteinsson:
Deformed2Self: Self-supervised Denoising for Dynamic Medical Imaging. MICCAI (2) 2021: 25-35 - [c7]Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
STRESS: Super-Resolution for Dynamic Fetal MRI Using Self-supervised Learning. MICCAI (7) 2021: 197-206 - [c6]Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun:
Multi-scale Neural ODEs for 3D Medical Image Registration. MICCAI (4) 2021: 213-223 - 2020
- [c5]Junshen Xu, Molin Zhang, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
3D Fetal Pose Estimation with Adaptive Variance and Conditional Generative Adversarial Network. ASMUS/PIPPI@MICCAI 2020: 201-210 - [c4]Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency. MICCAI (6) 2020: 386-395 - [c3]Molin Zhang, Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
Enhanced Detection of Fetal Pose in 3D MRI by Deep Reinforcement Learning with Physical Structure Priors on Anatomy. MICCAI (6) 2020: 396-405 - [c2]Junshen Xu, Enhao Gong, Jiahong Ouyang, John M. Pauly, Greg Zaharchuk:
Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information. Medical Imaging: Image Processing 2020: 113131P - 2019
- [c1]Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Patricia Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson:
Fetal Pose Estimation in Volumetric MRI Using a 3D Convolution Neural Network. MICCAI (4) 2019: 403-410
Informal and Other Publications
- 2023
- [i9]Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland:
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series. CoRR abs/2310.03870 (2023) - 2022
- [i8]Junshen Xu, Daniel Moyer, Patricia Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson:
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI. CoRR abs/2206.10802 (2022) - 2021
- [i7]Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun:
Multi-scale Neural ODEs for 3D Medical Image Registration. CoRR abs/2106.08493 (2021) - [i6]Junshen Xu, Elfar Adalsteinsson:
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging. CoRR abs/2106.12175 (2021) - [i5]Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning. CoRR abs/2106.12407 (2021) - 2020
- [i4]Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency. CoRR abs/2006.12704 (2020) - [i3]Molin Zhang, Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson:
Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy. CoRR abs/2007.08146 (2020) - 2019
- [i2]Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Patricia Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson:
Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network. CoRR abs/1907.04500 (2019) - 2017
- [i1]Junshen Xu, Enhao Gong, John M. Pauly, Greg Zaharchuk:
200x Low-dose PET Reconstruction using Deep Learning. CoRR abs/1712.04119 (2017)
Coauthor Index
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