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2020 – today
- 2023
[c28]Luke Matkovic, Yang Lei, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala
, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Deformable image registration of chest CT using deep cycle network. Image-Guided Procedures 2023- 2022
- [c27]Yang Lei, Yabo Fu, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Longitudinal deformable MRI registration via dual-feasible deep learning-based framework. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c26]Yabo Fu, Yang Lei, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu, Kristin Higgins, Xiaofeng Yang:
CT-based volumetric strain imaging via a deep learning registration framework. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c25]Yabo Fu, Yang Lei, Zhen Tian, Tonghe Wang, Xianjin Dai, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Deep learning-based longitudinal CT registration for anatomy variation assessment during radiotherapy. Computer-Aided Diagnosis 2022 - [c24]Yabo Fu, Yang Lei, David M. Schuster, Sagar A. Patel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Deformable histopathology-MRI image registration using deep learning. Digital and Computational Pathology 2022 - [c23]Yabo Fu, Yang Lei, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Deep learning based volume-to-slice MRI registration via intentional overfitting. Image-Guided Procedures 2022 - [i4]Huiqiao Xie, Yang Lei, Yabo Fu, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy. CoRR abs/2208.13686 (2022) - 2021
- [j2]Yabo Fu, Yang Lei, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching. Medical Image Anal. 67: 101845 (2021) - [c22]Yabo Fu, Yang Lei, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
A learning-based nonrigid MRI-CBCT image registration method for MRI-guided prostate cancer radiotherapy. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c21]Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Deformable MRI-CT liver image registration using convolutional neural network with modality independent neighborhood descriptors. Computer-Aided Diagnosis 2021 - [c20]Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Deep learning-based deformable MRI-CBCT registration of male pelvic region. Computer-Aided Diagnosis 2021 - [c19]Yang Lei, Tonghe Wang, Sibo Tian, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Multi-organ segmentation of male pelvic CT using dual attention networks. Image-Guided Procedures 2021 - [c18]Yabo Fu, Yang Lei, Tonghe Wang, Jun Zhou, Pretesh Patel, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Abdominal CT-CBCT deformable image registration using Deep Neural Network with directional local structural similarity. Image-Guided Procedures 2021 - [c17]Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
CT-MRI pelvic deformable registration via deep learning. Image-Guided Procedures 2021 - [c16]Shadab Momin, Yang Lei, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Radiation dose prediction for pancreatic stereotactic body radiotherapy via convention neural networks. Image-Guided Procedures 2021 - [c15]Yang Lei, Yabo Fu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang:
Prostate dose prediction in HDR Brachytherapy using unsupervised multi-atlas fusion. Image Processing 2021 - [c14]Yabo Fu, Yang Lei, Tonghe Wang, Sibo Tian, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Daily cone-beam CT multi-organ segmentation for prostate adaptive radiotherapy. Image Processing 2021 - [c13]Huiqiao Xie, Yang Lei, Tonghe Wang, Yabo Fu, Xiangyang Tang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Deep learning-based deformable image registration of inter-fraction CBCT images for adaptive radiation therapy. Image Processing 2021 - 2020
- [c12]Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Synthetic CT-aided MRI-CT image registration for head and neck radiotherapy. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 1131728 - [c11]Yabo Fu, Yang Lei, Tonghe Wang, Xiaojun Jiang, Walter J. Curran, Tian Liu, Hui-Kuo Shu, Xiaofeng Yang:
Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-Net. Computer-Aided Diagnosis 2020 - [c10]Yabo Fu, Bangjun Guo, Yang Lei, Tonghe Wang, Tian Liu, Walter J. Curran, Longjiang Zhang, Xiaofeng Yang:
Mask R-CNN based coronary artery segmentation in coronary computed tomography angiography. Computer-Aided Diagnosis 2020 - [c9]Yabo Fu, Yang Lei, Yingzi Liu, Tonghe Wang, Walter J. Curran, Tian Liu, Pretesh Patel, Xiaofeng Yang:
Cone-beam Computed Tomography (CBCT) and CT image registration aided by CBCT-based synthetic CT. Image Processing 2020: 113132U - [c8]Yabo Fu, Yang Lei, Tonghe Wang, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang:
An unsupervised deep learning approach for 4DCT lung deformable image registration. Image Processing 2020: 113132T - [c7]Xiuxiu He, Yang Lei, Yabo Fu, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Super-resolution magnetic resonance imaging reconstruction using deep attention networks. Image Processing 2020: 113132J - [c6]Qiulan Zeng, Yabo Fu, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Hui Mao, Ashesh B. Jani, Pretesh Patel, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Weakly non-rigid MR-TRUS prostate registration using fully convolutional and recurrent neural networks. Image Processing 2020: 113132Y - [c5]Yang Lei, Yabo Fu, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Multi-modality MRI arbitrary transformation using unified generative adversarial networks. Image Processing 2020: 1131303 - [c4]Yabo Fu, Yang Lei, Jun Zhou, Tonghe Wang, Ashesh B. Jani, Pretesh Patel, Hui Mao, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Non-rigid MRI-CT image registration with unsupervised deepdlearning-based deformation prediction. Image Processing 2020: 1131329 - [c3]Yang Lei, Sibo Tian, Yabo Fu, Xue Dong, Tonghe Wang, Ashesh B. Jani, David M. Schuster, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Synthetic MRI-aided pelvic multi-organ segmentation in cone-beam computed tomography. Image Processing 2020: 1131338 - [i3]Tonghe Wang, Yang Lei, Yabo Fu, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Machine Learning in Quantitative PET Imaging. CoRR abs/2001.06597 (2020) - [i2]Yang Lei, Yabo Fu, Tonghe Wang, Richard L. J. Qiu, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Deep Learning in Multi-organ Segmentation. CoRR abs/2001.10619 (2020)
2010 – 2019
- 2019
- [c2]Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang:
4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network. AIRT@MICCAI 2019: 26-33 - [c1]Yang Lei, Tonghe Wang, Joseph Harms, Yabo Fu, Xue Dong, Walter J. Curran, Tian Liu, Xiaofeng Yang:
CBCT-Based Synthetic MRI Generation for CBCT-Guided Adaptive Radiotherapy. AIRT@MICCAI 2019: 154-161 - [i1]Yabo Fu, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Deep Learning in Medical Image Registration: A Review. CoRR abs/1912.12318 (2019) - 2015
- [j1]Linfei Xiong, Chee-Kong Chui, Yabo Fu, Chee Leong Teo, Yao Li:
Modeling of human artery tissue with probabilistic approach. Comput. Biol. Medicine 59: 152-159 (2015)
Coauthor Index
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