Dose Distribution | List of Frontiers open access articles

Original Research

Published on 12 Apr 2019

Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis

in Radiation Oncology

Bin Liang
Hui Yan
Yuan Tian
Xinyuan Chen
Lingling Yan
Tao Zhang
Zongmei Zhou
Lvhua Wang
Jianrong Dai

Frontiers in Oncology

doi 10.3389/fonc.2019.00269

14,196 views
165 citations

Original Research

Published on 08 Sep 2020

Impact of Magnetic Field on Dose Distribution in MR-Guided Radiotherapy of Head and Neck Cancer

in Radiation Oncology

Wenlong Xia
Ke Zhang
Minghui Li
Yuan Tian
Kuo Men
Jingbo Wang
Junlin Yi
Yexiong Li
Jianrong Dai

Frontiers in Oncology

doi 10.3389/fonc.2020.01739

7,799 views
17 citations

Original Research

Published on 28 Feb 2023

Combining distance and anatomical information for deep-learning based dose distribution predictions for nasopharyngeal cancer radiotherapy planning

in Radiation Oncology

Xinyuan Chen
Ji Zhu
Bining Yang
Deqi Chen
Kuo Men
Jianrong Dai

Frontiers in Oncology

doi 10.3389/fonc.2023.1041769

2,924 views
13 citations

Original Research

Published on 08 Jul 2024

Improvement of accumulated dose distribution in combined cervical cancer radiotherapy with deep learning–based dose prediction

in Gynecological Oncology

Qi Fu
Xinyuan Chen
Yuxiang Liu
Jingbo Zhang
Yingjie Xu
Xi Yang
Manni Huang
Kuo Men
Jianrong Dai

Frontiers in Oncology

doi 10.3389/fonc.2024.1407016

2,618 views
4 citations

Original Research

Published on 09 Apr 2020

Factors Influencing the Incidental Dose Distribution in Internal Mammary Nodes: A Comparative Study

in Radiation Oncology

Wei Wang
Jinzhi Wang
Pengfei Qiu
Tao Sun
Yingjie Zhang
Qian Shao
Min Xu
Xijun Liu
Jianbin Li

Frontiers in Oncology

doi 10.3389/fonc.2020.00456

3,835 views
3 citations

Hypothesis and Theory

Published on 28 Aug 2023

Inhomogeneously distributed ferroptosis with a high peak-to-valley ratio may improve the antitumor immune response

in Radiation Oncology

Mau-Shin Chi
Der-Chi Tien
Kwan-Hwa Chi

Frontiers in Oncology

doi 10.3389/fonc.2023.1178681

2,788 views
5 citations

Original Research

Published on 18 Jul 2022

CT-Only Radiotherapy: An Exploratory Study for Automatic Dose Prediction on Rectal Cancer Patients Via Deep Adversarial Network

in Radiation Oncology

Jiaqi Cui
Zhengyang Jiao
Zhigong Wei
Xiaolin Hu
Yan Wang
Jianghong Xiao
Xingchen Peng

Frontiers in Oncology

doi 10.3389/fonc.2022.875661

4,196 views
10 citations

Original Research

Published on 16 May 2024

PRT-Net: a progressive refinement transformer for dose prediction to guide ovarian transposition

in Radiation Oncology

Shunyao Luan
Yi Ding
Changchao Wei
Yi Huang
Zilong Yuan
Hong Quan
Chi Ma
Benpeng Zhu
Xudong Xue
Wei Wei

Frontiers in Oncology

doi 10.3389/fonc.2024.1372424

2,411 views
4 citations

Original Research

Published on 04 Nov 2024

Radiotherapy as a metastasis directed therapy for liver oligometastases - comparative analysis between CT-guided interstitial HDR brachytherapy and two SBRT modalities performed on double-layer and single layer LINACs

in Radiation Oncology

Mateusz Bilski
Magdalena Peszyńska-Piorun
Katarzyna Konat-Bąska
Agnieszka Brzozowska
Katarzyna Korab
Ewa Wojtyna
Przemysław Janiak
Julia Ponikowska
Sylwia Sroka
Paweł Cisek

Frontiers in Oncology

doi 10.3389/fonc.2024.1478872

2,923 views
14 citations

Original Research

Published on 23 Apr 2021

A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities

in Medicine and Public Health

P. James Jensen
Jiahan Zhang
Bridget F. Koontz
Q. Jackie Wu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.624038

4,486 views
13 citations

Correction

Published on 13 Nov 2020

Corrigendum: Impact of Magnetic Field on Dose Distribution in MR-Guided Radiotherapy of Head and Neck Cancer

in Radiation Oncology

Wenlong Xia
Ke Zhang
Minghui Li
Yuan Tian
Kuo Men
Jingbo Wang
Junlin Yi
Yexiong Li
Jianrong Dai

Frontiers in Oncology

doi 10.3389/fonc.2020.604231

1,852 views
1 citation

Original Research

Published on 08 Jan 2026

Personalized three-dimensional dosimetry of 32P patch brachytherapy for keloids using Monte Carlo simulation

in Medical Physics and Imaging

Huan Liu
Zhengwei Wen
Feng Tian
Huanbin Li

Frontiers in Physics

doi 10.3389/fphy.2025.1659349

599 views

Original Research

Published on 31 Jan 2020

Prediction of Radiation Pneumonitis With Dose Distribution: A Convolutional Neural Network (CNN) Based Model

in Thoracic Oncology

Bin Liang
Yuan Tian
Xinyuan Chen
Hui Yan
Lingling Yan
Tao Zhang
Zongmei Zhou
Lvhua Wang
Jianrong Dai

Frontiers in Oncology

doi 10.3389/fonc.2019.01500

9,220 views
61 citations

Original Research

Published on 10 Jun 2022

Impact of Interfractional Error on Dosiomic Features

in Radiation Oncology

Chanon Puttanawarut
Nat Sirirutbunkajorn
Narisara Tawong
Suphalak Khachonkham
Poompis Pattaranutaporn
Yodchanan Wongsawat

Frontiers in Oncology

doi 10.3389/fonc.2022.726896

2,886 views
8 citations

Original Research

Published on 11 Mar 2022

Integration of an Independent Monitor Unit Check for High-Magnetic-Field MR-Guided Radiation Therapy System

in Radiation Oncology

Jie Yang
Pengpeng Zhang
Neelam Tyagi
Paola Godoy Scripes
Ergys Subashi
Jiayi Liang
Dale Lovelock
James Mechalakos
Anyi Li
Seng B. Lim

Frontiers in Oncology

doi 10.3389/fonc.2022.747825

3,446 views
10 citations

Original Research

Published on 28 May 2015

Spot Weight Adaptation for Moving Target in Spot Scanning Proton Therapy

in Radiation Oncology

Paul Morel
Xiaodong Wu
Guillaume Blin
Stéphane Vialette
Ryan Flynn
Daniel Hyer
Dongxu Wang

Frontiers in Oncology

doi 10.3389/fonc.2015.00119

5,573 views
1 citation

Articles

Dosiomics: Extracting 3D Spatial Features From Dose Distribution to Predict Incidence of Radiation Pneumonitis

Impact of Magnetic Field on Dose Distribution in MR-Guided Radiotherapy of Head and Neck Cancer

Combining distance and anatomical information for deep-learning based dose distribution predictions for nasopharyngeal cancer radiotherapy planning

Improvement of accumulated dose distribution in combined cervical cancer radiotherapy with deep learning–based dose prediction

Factors Influencing the Incidental Dose Distribution in Internal Mammary Nodes: A Comparative Study

Inhomogeneously distributed ferroptosis with a high peak-to-valley ratio may improve the antitumor immune response

CT-Only Radiotherapy: An Exploratory Study for Automatic Dose Prediction on Rectal Cancer Patients Via Deep Adversarial Network

PRT-Net: a progressive refinement transformer for dose prediction to guide ovarian transposition

Radiotherapy as a metastasis directed therapy for liver oligometastases - comparative analysis between CT-guided interstitial HDR brachytherapy and two SBRT modalities performed on double-layer and single layer LINACs

A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities

Corrigendum: Impact of Magnetic Field on Dose Distribution in MR-Guided Radiotherapy of Head and Neck Cancer

Personalized three-dimensional dosimetry of 32P patch brachytherapy for keloids using Monte Carlo simulation

Prediction of Radiation Pneumonitis With Dose Distribution: A Convolutional Neural Network (CNN) Based Model

Impact of Interfractional Error on Dosiomic Features

Integration of an Independent Monitor Unit Check for High-Magnetic-Field MR-Guided Radiation Therapy System

Spot Weight Adaptation for Moving Target in Spot Scanning Proton Therapy