Medical Physics · Physics
Data-driven dose calculation algorithm based on deep learning
Jiawei Fan, Lei Xing, Peng Dong, Jiazhou Wang +2
2021-02-03
Medical Physics · Physics
Deep Learning-Based Beamlet Model for Generic X-Ray Beam Dose Calculation
Maxime Rousselot, Jing Zhang, Didier Benoit, Chi-Hieu Pham +1
2025-02-14
Medical Physics · Physics
A Feasibility Study on Deep Learning-Based Radiotherapy Dose Calculation
Yixun Xing, Dan Nguyen, Weiguo Lu, Ming Yang +1
2020-07-01
Medical Physics · Physics
Efficient calculation of local dose distribution for response modelling in proton and ion beams
S. Greilich, U. Hahn, M. Kiderlen, C. E. Andersen +1
2014-11-10
Medical Physics · Physics
Feasibility of a General-Purpose Deep Learning Dose Engine: A Multi-Site Validation Study
Yao Zhao, Ka Ho Tam, Raphael Douglas, Kyuhak Oh +5
2026-01-12
Computer Vision and Pattern Recognition · Computer Science
Diffusion-based Radiotherapy Dose Prediction Guided by Inter-slice Aware Structure Encoding
Zhenghao Feng, Lu Wen, Jianghong Xiao, Yuanyuan Xu +4
2024-07-10
Medical Physics · Physics
DeepMCDose: A Deep Learning Method for Efficient Monte Carlo Beamlet Dose Calculation by Predictive Denoising in MR-Guided Radiotherapy
Ryan Neph, Yangsibo Huang, Youming Yang, Ke Sheng
2019-08-14
Medical Physics · Physics
Sub-second photon dose prediction via transformer neural networks
Oscar Pastor-Serrano, Peng Dong, Charles Huang, Lei Xing +1
2023-07-19
Medical Physics · Physics
Boosting radiotherapy dose calculation accuracy with deep learning
Yixun Xing, Ph. D., You Zhang, Ph. D. +8
2020-05-18
Medical Physics · Physics
Deep Learning of Diffuse Optical Tomography based on Time-Domain Radiative Transfer Equation
Yu-ichi Takamizu, Masayuki Umemura, Hidenobu Yajima, Makito Abe +1
2020-11-26
Medical Physics · Physics
On-line Dose Calculation Using Deep Learning for Beams Selection in Non-Coplanar Radiotherapy
Fang Guo, Franklin Okoli, Ulrike Schick, Dimitris Visvikis +2
2023-05-16
Medical Physics · Physics
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations
Ana M. Barragan-Montero, Dan Nguyen, Weiguo Lu, Mu-Han Lin +3
2019-04-12
Medical Physics · Physics
Improving Proton Dose Calculation Accuracy by Using Deep Learning
Chao Wu, Dan Nguyen, Yixun Xing, Ana Barragan Montero +4
2020-04-08
Computer Vision and Pattern Recognition · Computer Science
Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model
Sepehr Salem Ghahfarokhi, Tyrell To, Julie Jorns, Tina Yen +2
2024-08-26
Computer Vision and Pattern Recognition · Computer Science
Deep Learning-Based Computer Vision for Real Time Intravenous Drip Infusion Monitoring
Nicola Giaquinto, Marco Scarpetta, Maurizio Spadavecchia, Gregorio Andria
2020-11-24
Image and Video Processing · Electrical Eng. & Systems
DiffDP: Radiotherapy Dose Prediction via a Diffusion Model
Zhenghao Feng, Lu Wen, Peng Wang, Binyu Yan +3
2023-11-07
Image and Video Processing · Electrical Eng. & Systems
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction
Linjie Fu, Xia Li, Xiuding Cai, Yingkai Wang +3
2025-01-23
Computer Vision and Pattern Recognition · Computer Science
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm
Ti Bai, Biling Wang, Dan Nguyen, Steve Jiang
2020-12-24