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ORCIDZhen Tian 0003
Person information
- affiliation: Emory University, Department of Radiation Oncology, Winship Cancer Institute, Atlanta, USA
- affiliation: University of Chicago, Department of Radiation and Cellular Oncology, IL, USA
Other persons with the same name
- Zhen Tian — disambiguation page
- Zhen Tian 0001
![[0000-0001-5569-2591]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-5569-2591")
— Renmin University of China , Gaoling School of Artificial Intelligence, Beijing, China (and 1 more) - Zhen Tian 0002 — University of Glasgow, School of Computing Science, UK (and 1 more)
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2020 – today
- 2025
[j3]Shaoyan Pan, Vanessa Su, Junbo Peng, Junyuan Li, Yuan Gao, Chih-Wei Chang, Tonghe Wang, Zhen Tian, Xiaofeng Yang:
Real-time volumetric CBCT reconstruction using surface and X-ray imaging for image-guided radiotherapy. Medical Image Anal. 105: 103694 (2025)- [j2]Shaoyan Pan, Junbo Peng, Yuan Gao, Shao-Yuan Lo, Tianyu Luan, Junyuan Li, Tonghe Wang, Chih-Wei Chang, Zhen Tian, Xiaofeng Yang:
CBCT Reconstruction Using Single X-Ray Projection With Cycle-Domain Geometry-Integrated Denoising Diffusion Probabilistic Models. IEEE Trans. Medical Imaging 44(7): 2933-2947 (2025) - [i5]Mingzhe Hu, Yuan Gao, Yuheng Li, Ricahrd LJ Qiu, Chih-Wei Chang, Keyur D. Shah, Priyanka Kapoor, Beth Bradshaw, Yuan Shao, Justin Roper, Jill Remick, Zhen Tian, Xiaofeng Yang:
A Large Convolutional Neural Network for Clinical Target and Multi-organ Segmentation in Gynecologic Brachytherapy with Multi-stage Learning. CoRR abs/2506.01073 (2025) - [i4]Malvern Madondo, Yuan Shao, Yingzi Liu, Jun Zhou, Xiaofeng Yang, Zhen Tian:
Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy. CoRR abs/2506.10073 (2025) - [i3]Yuan Gao, Shaoyan Pan, Mingzhe Hu, Huiqiao Xie, Jill Remick, Chih-Wei Chang, Justin Roper, Zhen Tian, Xiaofeng Yang:
Limited-Angle CBCT Reconstruction via Geometry-Integrated Cycle-domain Denoising Diffusion Probabilistic Models. CoRR abs/2506.13545 (2025) - [i2]Zach Eidex, Mojtaba Safari, Jie Ding, Richard L. J. Qiu, Justin Roper, David S. Yu, Hui-Kuo Shu, Zhen Tian, Hui Mao, Xiaofeng Yang:
An Efficient 3D Latent Diffusion Model for T1-contrast Enhanced MRI Generation. CoRR abs/2509.24194 (2025) - 2022
- [c12]Yang Lei, Shadab Momin, Zhen Tian, Justin Roper, Jolinta Lin, Shannon Kahn, Hui-Kuo Shu, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Brain multi-parametric MRI tumor subregion segmentation via hierarchical substructural activation network. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c11]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 - [c10]Shaoyan Pan, Zhen Tian, Yang Lei, Tonghe Wang, Jun Zhou, Mark McDonald, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
CVT-Vnet: a convolutional-transformer model for head and neck multi-organ segmentation. Computer-Aided Diagnosis 2022 - [c9]Yang Lei, Zhen Tian, Tonghe Wang, Marian Axente, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Fast 3D imaging via deep learning for deep inspiration breath-hold lung radiotherapy. Image-Guided Procedures 2022 - [c8]Xianjin Dai, Yang Lei, Tonghe Wang, Zhen Tian, Jun Zhou, Mark McDonald, David S. Yu, Beth B. Ghavidel, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Automated CT segmentation for rapid assessment of anatomical variations in head-and-neck radiation therapy. Image-Guided Procedures 2022 - [c7]Yang Lei, Zhen Tian, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Tian Liu, Xiaofeng Yang:
Deep-learning-based markerless tumor localization using 2D KV/MV image. Image Processing 2022 - [i1]Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang:
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory. CoRR abs/2209.06952 (2022) - 2021
- [c6]Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Mask R-CNN-based tumor localization and segmentation in 4D Lung CT. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c5]Tonghe Wang, Yang Lei, Zhen Tian, Matt Giles, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang:
4D cone-beam CT deformable registration using unsupervised spatial transformation network. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c4]Xianjin Dai, Yang Lei, Zhen Tian, Tonghe Wang, Tian Liu, Walter J. Curran, Xiaofeng Yang:
Deep learning-based volumetric image generation from projection imaging for prostate radiotherapy. Image-Guided Procedures 2021 - [c3]Yupei Zhang, Yang Lei, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Ultrasound multi-needle detection using deep attention U-Net with TV regularizations. Image-Guided Procedures 2021 - [c2]Yang Lei, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Deep learning-based 3D image generation using a single 2D projection image. Image Processing 2021 - 2020
- [j1]Yupei Zhang, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning. IEEE Trans. Medical Imaging 39(7): 2302-2315 (2020) - [c1]Yang Lei, Zhen Tian, Shannon Kahn, Walter J. Curran, Tian Liu, Xiaofeng Yang:
Automatic detection of brain metastases using 3D mask R-CNN for stereotactic radiosurgery. Computer-Aided Diagnosis 2020
Coauthor Index
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