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Jiahan Zhang
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Automatic IMRT planning via static field fluence prediction (AIP-SFFP): a deep learning algorithm for real-time prostate treatment planning
X Li, J Zhang, Y Sheng, Y Chang, FF Yin, Y Ge, QJ Wu, C Wang
Physics in Medicine & Biology 65 (17), 175014, 2020
482020
Fluence map prediction using deep learning models–direct plan generation for pancreas stereotactic body radiation therapy
W Wang, Y Sheng, C Wang, J Zhang, X Li, M Palta, B Czito, CG Willett, ...
Frontiers in artificial intelligence 3, 68, 2020
412020
Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions
M Hu, J Zhang, L Matkovic, T Liu, X Yang
Journal of Applied Clinical Medical Physics 24 (2), e13898, 2023
392023
An Ensemble Approach to Knowledge-Based Intensity-Modulated Radiation Therapy Planning
J Zhang, QJ Wu, T Xie, Y Sheng, FF Yin, Y Ge
Frontiers in oncology 8, 57, 2018
392018
An artificial intelligence‐driven agent for real‐time head‐and‐neck IMRT plan generation using conditional generative adversarial network (cGAN)
X Li, C Wang, Y Sheng, J Zhang, W Wang, FF Yin, Q Wu, QJ Wu, Y Ge
Medical physics 48 (6), 2714-2723, 2021
302021
An interpretable planning bot for pancreas stereotactic body radiation therapy
J Zhang, C Wang, Y Sheng, M Palta, B Czito, C Willett, J Zhang, ...
International Journal of Radiation Oncology* Biology* Physics 109 (4), 1076-1085, 2021
252021
Dose-distribution-driven PET image-based outcome prediction (DDD-PIOP): a deep learning study for oropharyngeal cancer IMRT application
C Wang, C Liu, Y Chang, K Lafata, Y Cui, J Zhang, Y Sheng, Y Mowery, ...
Frontiers in Oncology 10, 1592, 2020
242020
Modeling of multiple planning target volumes for head and neck treatments in knowledge‐based treatment planning
J Zhang, Y Ge, Y Sheng, FF Yin, QJ Wu
Medical physics 46 (9), 3812-3822, 2019
162019
Initial performance studies of a wearable brain positron emission tomography camera based on autonomous thin-film digital Geiger avalanche photodiode arrays
CR Schmidtlein, JN Turner, MO Thompson, KC Mandal, I Häggström, ...
Journal of Medical Imaging 4 (1), 011003-011003, 2017
152017
Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network
S Momin, Y Lei, T Wang, J Zhang, J Roper, JD Bradley, WJ Curran, ...
Physics in Medicine & Biology 66 (12), 125019, 2021
142021
Effective noise-suppressed and artifact-reduced reconstruction of SPECT data using a preconditioned alternating projection algorithm
S Li, J Zhang, A Krol, CR Schmidtlein, L Vogelsang, L Shen, E Lipson, ...
Medical Physics 42 (8), 4872-4887, 2015
142015
Knowledge-based tradeoff hyperplanes for head and neck treatment planning
J Zhang, Y Ge, Y Sheng, C Wang, J Zhang, Y Wu, Q Wu, FF Yin, QJ Wu
International Journal of Radiation Oncology* Biology* Physics 106 (5), 1095-1103, 2020
132020
Artificial intelligence applications in intensity modulated radiation treatment planning: an overview
Y Sheng, J Zhang, Y Ge, X Li, W Wang, H Stephens, FF Yin, Q Wu, QJ Wu
Quantitative Imaging in Medicine and Surgery 11 (12), 4859, 2021
122021
Knowledge-based statistical inference method for plan quality quantification
J Zhang, QJ Wu, Y Ge, C Wang, Y Sheng, J Palta, JK Salama, FF Yin, ...
Technology in cancer research & treatment 18, 1533033819857758, 2019
122019
Mutual enhancing learning-based automatic segmentation of CT cardiac substructure
S Momin, Y Lei, NS McCall, J Zhang, J Roper, J Harms, S Tian, MS Lloyd, ...
Physics in Medicine & Biology 67 (10), 105008, 2022
112022
A novel machine learning model for dose prediction in prostate volumetric modulated arc therapy using output initialization and optimization priorities
PJ Jensen, J Zhang, BF Koontz, QJ Wu
Frontiers in artificial intelligence 4, 624038, 2021
92021
Incorporating case-based reasoning for radiation therapy knowledge modeling: a pelvic case study
Y Sheng, J Zhang, C Wang, FF Yin, QJ Wu, Y Ge
Technology in cancer research & treatment 18, 1533033819874788, 2019
82019
Performance modeling of a wearable brain PET (BET) camera
CR Schmidtlein, JN Turner, MO Thompson, KC Mandal, I Häggström, ...
Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and …, 2016
82016
Infimal convolution‐based regularization for SPECT reconstruction
J Zhang, S Li, A Krol, CR Schmidtlein, E Lipson, D Feiglin, Y Xu
Medical physics 45 (12), 5397-5410, 2018
62018
Implementation of a knowledge-based treatment planning model for cardiac-sparing lung radiation therapy
J Harms, J Zhang, O Kayode, J Wolf, S Tian, N McCall, KA Higgins, ...
Advances in Radiation Oncology 6 (6), 100745, 2021
52021
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