Tian Liu 0004 - researchr alias

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Viewing Publication 1 - 70 from 70

2023

Quantification of radiation damage for proton craniospinal irradiation using magnetic resonance imagingChih-Wei Chang, Matt Goette, Nadja Kadom, Yinan Wang, Jacob F. Wynne, Tonghe Wang, Tian Liu 0004, Natia Esiashvili, Jun Zhou, Bree R. Eaton, Xiaofeng Yang 0005. mibam 2022: [doi]

A deep-learning-based geographic attention model for body composition tissue segmentationJian Dai, Jayaram K. Udupa, Drew A. Torigian, Yubing Tong, Pengju Nie, Jing Zhang, Ran Li, Shiwei Han, Tian Liu 0004. mibam 2022: [doi]

End-to-end brain tumor detection using a graph-feature-based classifierMingzhe Hu, Jing Wang, Chih-Wei Chang, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

A vision-GNN framework for retinopathy classification using optical coherence tomographyMingzhe Hu, Jing Wang, Jacob F. Wynne, Tian Liu 0004, Xiaofeng Yang 0005. micad 2023: [doi]

Prostate Gleason score prediction via MRI using capsule networkYuheng Li, Jing Wang, Mingzhe Hu, Pretesh Patel, Hui Mao, Tian Liu 0004, Xiaofeng Yang 0005. micad 2023: [doi]

Multi-parametric MRI radiomics analysis with ensemble learning for prostate lesion classificationYuheng Li, Jing Wang, Chih-Wei Chang, Pretsh Patel, Ashesh B. Jani, Hui Mao, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

Deformable image registration of chest CT using deep cycle networkLuke Matkovic, Yang Lei 0002, Yabo Fu, Tonghe Wang, Aparna H. Kesarwala, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2023: [doi]

Multi-organ CT segmentation using shifted-window multilayer perceptron mixerShaoyan Pan, Jacob F. Wynne, Mingzhe Hu, Tonghe Wang, Justin Roper, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2023: [doi]

Multi-structure segmentation on cardiac MRI using multilayer perceptron mixer networkShaoyan Pan, Chaoqiong Ma, Chih-Wei Chang, Jacob F. Wynne, Justin Roper, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2022: [doi]

Deep learning-based multi-organ CT segmentation with adversarial data augmentationShaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu 0004, Xiaofeng Yang 0005. miip 2023: [doi]

Quantitative ultrasound radiomics for monitoring radiation-induced toxicity following breast radiotherapyJing Wang, Boran Zhou, Mylin A. Torres, Xiaofeng Yang 0005, Tian Liu 0004. micad 2023: [doi]

2022

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]

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]

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]

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]

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]

A deep learning approach to transform two orthogonal X-ray images to volumetric images for image-guided proton therapyChih-Wei Chang, Yang Lei 0002, Tonghe Wang, Jun Zhou, Liyong Lin, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miip 2022: [doi]

Using orthogonal 2D kV images for target localization via central matching networksChih-Wei Chang, Yang Lei 0002, Tonghe Wang, Liyong Lin, Jun Zhou, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2022: [doi]

Automated CT segmentation for rapid assessment of anatomical variations in head-and-neck radiation therapyXianjin Dai, Yang Lei 0002, Tonghe Wang, Zhen Tian, Jun Zhou, Mark McDonald, David S. Yu, Beth B. Ghavidel, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. miigp 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]

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 longitudinal CT registration for anatomy variation assessment during radiotherapyYabo Fu, Yang Lei 0002, Zhen Tian, Tonghe Wang, Xianjin Dai, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. micad 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]

CVT-Vnet: a convolutional-transformer model for head and neck multi-organ segmentationShaoyan Pan, Zhen Tian, Yang Lei 0002, Tonghe Wang, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. micad 2022: [doi]

CBCT lung multi-OAR segmentation via hierarchical networkRichard L. J. Qiu, Yang Lei 0002, Joseph Shelton, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004, Aparna H. Kesarwala, 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]

Review of Machine Learning in Lung Ultrasound in COVID-19 PandemicJing Wang, Xiaofeng Yang 0005, Boran Zhou, James J. Sohn, Jun Zhou, Jesse T. Jacob, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004. jimaging, 8(3):65, 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]

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]

2021

Prostate dose prediction in HDR Brachytherapy using unsupervised multi-atlas fusionYang Lei 0002, Yabo Fu, Tonghe Wang, Walter J. Curran, Tian Liu 0004, Pretesh Patel, Xiaofeng Yang 0005. miip 2021: [doi]

Multi-organ segmentation of male pelvic CT using dual attention networksYang Lei 0002, Tonghe Wang, Sibo Tian, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2021: [doi]

Deep learning-based denoising for magnetic resonance spectroscopy signalsYang Lei 0002, Bing Ji, Tian Liu 0004, Walter J. Curran, Hui Mao, Xiaofeng Yang 0005. mibam 2021: [doi]

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]

Deep learning-based multi-catheter reconstruction for MRI-guided HDR prostate brachytherapyXianjin Dai, Yang Lei 0002, Yupei Zhang, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2021: [doi]

Deep learning-based volumetric image generation from projection imaging for prostate radiotherapyXianjin Dai, Yang Lei 0002, Zhen Tian, Tonghe Wang, Tian Liu 0004, Walter J. Curran, 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]

Synthetic MRI-aided multi-organ segmentation in head-and-neck cone beam CTXianjin Dai, Yang Lei 0002, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miigp 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]

Deep attention mask regional convolutional neural network for head-and-neck MRI multi-organ auto-delineationXianjin Dai, Yang Lei 0002, Tonghe Wang, Jun Zhou, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. micad 2021: [doi]

A learning-based nonrigid MRI-CBCT image registration method for MRI-guided prostate cancer radiotherapyYabo Fu, Yang Lei 0002, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2021: [doi]

Daily cone-beam CT multi-organ segmentation for prostate adaptive radiotherapyYabo Fu, Yang Lei 0002, Tonghe Wang, Sibo Tian, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miip 2021: [doi]

Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matchingYabo Fu, Yang Lei 0002, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. mia, 67:101845, 2021. [doi]

Deformable MRI-CT liver image registration using convolutional neural network with modality independent neighborhood descriptorsYabo Fu, Yang Lei 0002, Tonghe Wang, Jun Zhou, Walter J. Curran, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. micad 2021: [doi]

Abdominal CT-CBCT deformable image registration using Deep Neural Network with directional local structural similarityYabo Fu, Yang Lei 0002, Tonghe Wang, Jun Zhou, Pretesh Patel, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2021: [doi]

Post-op brain tumor bed detection and segmentation using 3D Mask R-CNN for dynamic magnetic resonance perfusion imagingJiwoong Jason Jeong, Yang Lei 0002, Karen Xu, Tian Liu 0004, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang 0005. mibam 2021: [doi]

Fully automated segmentation of brain tumor from multiparametric MRI using 3D context U-Net with deep supervisionMingquan Lin, Shadab Momin, Boran Zhou, Katherine Tang, Yang Lei 0002, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. micad 2021: [doi]

CT-MRI pelvic deformable registration via deep learningShadab Momin, Yang Lei 0002, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2021: [doi]

Radiation dose prediction for pancreatic stereotactic body radiotherapy via convention neural networksShadab Momin, Yang Lei 0002, Tonghe Wang, Yabo Fu, Pretesh Patel, Asesh B. Jani, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2021: [doi]

Deep learning-based deformable MRI-CBCT registration of male pelvic regionShadab Momin, Yang Lei 0002, Tonghe Wang, Yabo Fu, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. micad 2021: [doi]

Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matchingRichard L. J. Qiu, Yang Lei 0002, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miip 2021: [doi]

Contrast-enhanced MRI synthesis from non-contrast MRI using attention CycleGANTonghe Wang, Yang Lei 0002, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2021: [doi]

MRI-based prostate and dominant lesion segmentation using deep neural networkTonghe Wang, Yang Lei 0002, Olayinka A. Abiodun Ojo, Oladunni A. Akin-Akintayo, Akinyemi A. Akintayo, Walter J. Curran, Tian Liu 0004, David M. Schuster, Xiaofeng Yang 0005. micad 2021: [doi]

Multi-organ segmentation on head and neck dual-energy CT using Deep Neural NetworksTonghe Wang, Yang Lei 0002, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. miip 2021: [doi]

Prostate and tumor segmentation on PET/CT using Dual Mask R-CNNTonghe Wang, Yang Lei 0002, Oladunni O. Akin-Akintayo, Olayinka A. Abiodun Ojo, Akinyemi A. Akintayo, Walter J. Curran, Tian Liu 0004, David M. Schuster, Xiaofeng Yang 0005. mibam 2021: [doi]

Lung tumor segmentation of PET/CT using dual pyramid mask R-CNNTonghe Wang, Yang Lei 0002, Sibo Tian, Tian Liu 0004, Walter J. Curran, Kristin Higgins, Xiaofeng Yang 0005. miip 2021: [doi]

4D cone-beam CT deformable registration using unsupervised spatial transformation networkTonghe Wang, Yang Lei 0002, Zhen Tian, Matt Giles, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. mibam 2021: [doi]

Deep learning-based deformable image registration of inter-fraction CBCT images for adaptive radiation therapyHuiqiao Xie, Yang Lei 0002, Tonghe Wang, Yabo Fu, Xiangyang Tang, Walter J. Curran, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. miip 2021: [doi]

Region of interest discovery using discriminative concrete autoencoder for COVID-19 lung CT imagesYupei Zhang, Yang Lei 0002, Mingquan Lin, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. micad 2021: [doi]

Ultrasound multi-needle detection using deep attention U-Net with TV regularizationsYupei Zhang, Yang Lei 0002, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. miigp 2021: [doi]

2020

Organ-at-Risk (OAR) segmentation in head and neck CT using U-RCNNYang Lei 0002, Joseph Harms, Xue-dong, Tonghe Wang, Xiangyang Tang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. micad 2020: [doi]

Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgeryYang Lei 0002, Zhen Tian, Shannon Kahn, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. micad 2020: [doi]

Mask R-CNN based coronary artery segmentation in coronary computed tomography angiographyYabo Fu, Bangjun Guo, Yang Lei 0002, Tonghe Wang, Tian Liu 0004, Walter J. Curran, Longjiang Zhang, Xiaofeng Yang 0005. micad 2020: [doi]

Automatic brain arteriovenous malformations segmentation on contrast CT images using combined region proposal network and V-NetYabo Fu, Yang Lei 0002, Tonghe Wang, Xiaojun Jiang, Walter J. Curran, Tian Liu 0004, Hui-Kuo Shu, Xiaofeng Yang 0005. micad 2020: [doi]

Benign and malignant thyroid classification using computed tomography radiomicsBangjun Guo, Xiuxiu He, Tonghe Wang, Yang Lei 0002, Walter J. Curran, Tian Liu 0004, Longjiang Zhang, Xiaofeng Yang 0005. micad 2020: [doi]

3D thyroid segmentation in CT using self-attention convolutional neural networkXiuxiu He, Bangjun Guo, Yang Lei 0002, Yingzi Liu, Tonghe Wang, Walter J. Curran, Longjiang Zhang, Tian Liu 0004, Xiaofeng Yang 0005. micad 2020: [doi]

Classification of lesion specific myocardial ischemia using cardiac computed tomography radiomicsXiuxiu He, Bangjun Guo, Tonghe Wang, Yang Lei 0002, Tian Liu 0004, Longjiang Zhang, Xiaofeng Yang 0005. micad 2020: [doi]

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