Junshen Xu

24 papers A* 2B 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Multi-Domain Marker Aggregation for Threat Detection in Cloud Environments.
WWW
Junshen Xu, Jiayun Zhang, Yi Fan
2025 A* conf
REACT: Residual-Adaptive Contextual Tuning for Fast Model Adaptation in Threat Detection.
WWW
Jiayun Zhang, Junshen Xu, Bugra Can, Yi Fan
2023 — —
A Robust and Efficient Framework for Slice-to-Volume Reconstruction: Application to Fetal MRI
Junshen Xu
2023 — conf
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.
PIPPI@MICCAI
Yingcheng Liu, Neerav Karani, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
2023 J jnl
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.
CoRR
Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland
2023 J jnl
NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI.
IEEE Trans. Medical Imaging
Junshen Xu, Daniel Moyer, Borjan A. Gagoski, Juan Eugenio Iglesias, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2023 — conf
Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space.
MIDL
Molin Zhang, Junshen Xu, Jonathan I. Tamir, Elfar Adalsteinsson
2022 — conf
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI.
MICCAI (6)
Junshen Xu, Daniel Moyer, Patricia Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson
2022 J jnl
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI.
CoRR
Junshen Xu, Daniel Moyer, Patricia Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson
2021 J jnl
Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging.
CoRR
Junshen Xu, Elfar Adalsteinsson
2021 — conf
Deformed2Self: Self-supervised Denoising for Dynamic Medical Imaging.
MICCAI (2)
Junshen Xu, Elfar Adalsteinsson
2021 — conf
Multi-scale Neural ODEs for 3D Medical Image Registration.
MICCAI (4)
Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun
2021 J jnl
Multi-scale Neural ODEs for 3D Medical Image Registration.
CoRR
Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun
2021 — conf
STRESS: Super-Resolution for Dynamic Fetal MRI Using Self-supervised Learning.
MICCAI (7)
Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2021 J jnl
STRESS: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning.
CoRR
Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2020 — conf
3D Fetal Pose Estimation with Adaptive Variance and Conditional Generative Adversarial Network.
ASMUS/PIPPI@MICCAI
Junshen Xu, Molin Zhang, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2020 — conf
Enhanced Detection of Fetal Pose in 3D MRI by Deep Reinforcement Learning with Physical Structure Priors on Anatomy.
MICCAI (6)
Molin Zhang, Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2020 J jnl
Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy.
CoRR
Molin Zhang, Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2020 J jnl
Semi-Supervised Learning for Fetal Brain MRI Quality Assessment with ROI consistency.
CoRR
Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2020 — conf
Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency.
MICCAI (6)
Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson
2020 B conf
Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information.
Image Processing
Junshen Xu, Enhao Gong, Jiahong Ouyang, John M. Pauly, Greg Zaharchuk
2019 — conf
Fetal Pose Estimation in Volumetric MRI Using a 3D Convolution Neural Network.
MICCAI (4)
Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Patricia Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson
2019 J jnl
Fetal Pose Estimation in Volumetric MRI using a 3D Convolution Neural Network.
CoRR
Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Patricia Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson
2017 J jnl
200x Low-dose PET Reconstruction using Deep Learning.
CoRR
Junshen Xu, Enhao Gong, John M. Pauly, Greg Zaharchuk