Justin Roper - researchr alias

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Viewing Publication 1 - 22 from 22

2026

Vision foundation model for 3D magnetic resonance imaging segmentation, classification, and registrationShansong Wang, Mojtaba Safari, Qiang Li, Chih-Wei Chang, Richard L. J. Qiu, Justin Roper, David S. Yu, Xiaofeng Yang 0005. mia, 110:103992, 2026. [doi]

2023

2022

Brain multi-parametric MRI tumor subregion segmentation via hierarchical substructural activation networkYang Lei 0002, Shadab Momin, Zhen Tian, Justin Roper, Jolinta Lin, Shannon Kahn, Hui-Kuo Shu, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

Neurovascular bundles segmentation on MRI via hierarchical object activation networkYang Lei 0002, Tonghe Wang, Justin Roper, Sibo Tian, Pretesh Patel, Jeffrey D. Bradley, Ashesh B. Jani, Tian Liu 0004, Xiaofeng Yang 0005. micad 2022: [doi]

Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapyYang Lei 0002, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2022: [doi]

Deep-learning-based markerless tumor localization using 2D KV/MV imageYang Lei 0002, Zhen Tian, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miip 2022: [doi]

Longitudinal deformable MRI registration via dual-feasible deep learning-based frameworkYang Lei 0002, Yabo Fu, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

CT-based volumetric strain imaging via a deep learning registration frameworkYabo Fu, Yang Lei 0002, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu 0004, Kristin Higgins, Xiaofeng Yang 0005. mibam 2022: [doi]

Deep learning based volume-to-slice MRI registration via intentional overfittingYabo Fu, Yang Lei 0002, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2022: [doi]

Deep-learning-based modulated radiotherapy dose plan prediction with integration of non-modulated dose distributionShadab Momin, Yang Lei 0002, Jiahan Zhang, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2022: [doi]

Male pelvic multi-organ segmentation using V-transformer networkShaoyan Pan, Yang Lei 0002, Tonghe Wang, Jacob F. Wynne, Justin Roper, Ashesh B. Jani, Pretesh Patel, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

Deep-learning-based extraprostatic nodal lesion segmentation on 18F-fluciclovine PETTonghe Wang, Yang Lei 0002, Eduard Schreibmann, Justin Roper, David M. Schuster, Jeffrey D. Bradley, Tian Liu 0004, Ashesh B. Jani, Xiaofeng Yang 0005. mibam 2022: [doi]

Iterative material decomposition with gradient L0-norm minimization for dual-energy CTQian Wang, Huiqiao Xie, Tonghe Wang, Justin Roper, Xiangyang Tang, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miip 2022: [doi]

Deep learning-based contrast-enhanced MRI using cascade networks with local supervisionHuiqiao Xie, Yang Lei 0002, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

High-resolution MR imaging using self-supervised parallel networkHuiqiao Xie, Yang Lei 0002, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Hui Mao, Xiaofeng Yang 0005. micad 2022: [doi]

2021

Deep learning-based 3D image generation using a single 2D projection imageYang Lei 0002, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miip 2021: [doi]

Mask R-CNN-based tumor localization and segmentation in 4D Lung CTYang Lei 0002, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2021: [doi]

Region proposal network for multi-organ segmentation in CT for pancreatic radiotherapyXianjin Dai, Yang Lei 0002, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Tian Liu 0004, Walter J. Curran, Pretesh Patel, Xiaofeng Yang 0005. miigp 2021: [doi]

Synthetic CT-based multi-organ segmentation in cone beam CT for adaptive pancreatic radiotherapyXianjin Dai, Yang Lei 0002, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Jun Zhou, Walter J. Curran, Tian Liu 0004, Pretesh Patel, Xiaofeng Yang 0005. miip 2021: [doi]

Residual mask scoring regional convolutional neural network for multi-organ segmentation in head-and-neck CTXianjin Dai, Yang Lei 0002, Tonghe Wang, Jun Zhou, Justin Roper, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2021: [doi]

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