Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture

25 May 2018

Papers citing "Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture"

22 / 22 papers shown

Title
ARANet: Attention-based Residual Adversarial Network with Deep Supervision for Radiotherapy Dose Prediction of Cervical Cancer L. Wen Wenxia Yin Zhenghao Feng Xi Wu Deng Xiong Yan Wang MedIm 25 0 0 26 Aug 2024
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Y. Shen Yu Yao Mamba 49 7 0 13 Mar 2024
Knowledge-Informed Machine Learning for Cancer Diagnosis and Prognosis: A review Lingchao Mao Hairong Wang Leland S. Hu Nhan L Tran Peter D Canoll Kristin R Swanson Jing Li 32 6 0 12 Jan 2024
Noisy probing dose facilitated dose prediction for pencil beam scanning proton therapy: physics enhances generalizability Lian-Cheng Zhang J. Holmes Zheng Liu H. Feng Terence T. Sio ... Tianming Liu Jiajian Shen William W. Wong S. A. Vora Wei Liu 10 1 0 02 Dec 2023
Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments Kuancheng Wang Hai Siong Tan R. Mcbeth 17 2 0 11 Nov 2023
Can input reconstruction be used to directly estimate uncertainty of a regression U-Net model? -- Application to proton therapy dose prediction for head and neck cancer patients Margerie Huet-Dastarac Dan Nguyen Steve B. Jiang John A. Lee A. M. Barragán-Montero OOD UQCV 14 0 0 30 Oct 2023
Polymerized Feature-based Domain Adaptation for Cervical Cancer Dose Map Prediction Jie Zeng Zeyu Han Xingchen Peng Jianghong Xiao Peng Wang Yan Wang 11 0 0 20 Aug 2023
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy Yiwen Zhang Chuanpu Li Liming Zhong Ze-xiang Chen Wei Yang Xuetao Wang DiffM MedIm 13 9 0 28 Jun 2023
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines A. Babier Rafid Mahmood Binghao Zhang Victor G. L. Alves A. M. Barragán-Montero ... L. Zimmermann K. Moore T. Purdie A. McNiven T. Chan LM&MA 9 22 0 16 Feb 2022
DeepDoseNet: A Deep Learning model for 3D Dose Prediction in Radiation Therapy M. H. Soomro Victor G. L. Alves H. Nourzadeh J. Siebers 19 9 0 29 Oct 2021
Learning the Physics of Particle Transport via Transformers O. Pastor-Serrano Zoltán Perkó MedIm 18 13 0 08 Sep 2021
Site-Agnostic 3D Dose Distribution Prediction with Deep Learning Neural Networks Maryam Mashayekhi Itzel Ramirez Tapia Anjali Balagopal Xinran Zhong A. Sadeghnejad-Barkousaraie R. Mcbeth Mu-Han Lin Steve B. Jiang D. Nguyen OOD MedIm 14 17 0 15 Jun 2021
LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose Prediction Yi Lin Yanfei Liu Hao-tao Chen Xin Yang Kai Ma Yefeng Zheng Kwang-Ting Cheng 3DV 24 4 0 12 Jun 2021
OpenKBP: The open-access knowledge-based planning grand challenge A. Babier Binghao Zhang Rafid Mahmood K. Moore T. Purdie A. McNiven T. Chan 8 84 0 28 Nov 2020
Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey Dan Zhao Guizhi Xu Xu Zhenghua Thomas Lukasiewicz Minmin Xue Zhigang Fu OOD 6 2 0 02 Nov 2020
A comparison of Monte Carlo dropout and bootstrap aggregation on the performance and uncertainty estimation in radiation therapy dose prediction with deep learning neural networks D. Nguyen A. Sadeghnejad-Barkousaraie G. Bohara Anjali Balagopal R. Mcbeth Mu-Han Lin Steve B. Jiang UQCV OOD 25 0 0 01 Nov 2020
Dose Prediction with Deep Learning for Prostate Cancer Radiation Therapy: Model Adaptation to Different Treatment Planning Practices Roya Norouzi Kandalan D. Nguyen N. H. Rezaeian A. M. Barragán-Montero S. Breedveld K. Namuduri Steve B. Jiang Mu-Han Lin OOD 8 70 0 30 Jun 2020
Using Deep Learning to Predict Beam-Tunable Pareto Optimal Dose Distribution for Intensity Modulated Radiation Therapy G. Bohara A. Sadeghnejad-Barkousaraie Steve B. Jiang D. Nguyen 16 25 0 19 Jun 2020
The importance of evaluating the complete automated knowledge-based planning pipeline A. Babier Rafid Mahmood A. McNiven Adam Diamant T. Chan 13 22 0 31 Oct 2019
Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating Pareto optimal dose distributions in radiation therapy D. Nguyen R. Mcbeth A. Sadeghnejad-Barkousaraie G. Bohara Chenyang Shen X. Jia Steve B. Jiang OOD MedIm 20 57 0 16 Aug 2019
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations A. M. Barragán-Montero D. Nguyen W. Lu Mu-Han Lin X. Geets E. Sterpin Steve B. Jiang 32 128 0 17 Dec 2018
Learning to Optimize Contextually Constrained Problems for Real-Time Decision-Generation A. Babier Timothy C. Y. Chan Adam Diamant Rafid Mahmood 22 1 0 23 May 2018