A CDE-based data structure for radiotherapeutic decision-making in breast cancer [0.03%]
一种基于CDE的乳腺癌放疗决策数据结构
Fabio Dennstädt,Maximilian Schmalfuss,Johannes Zink et al.
Fabio Dennstädt et al.
Background: The growing complexity of oncology and radiation therapy demands structured and precise data management strategies. The National Institutes of Health (NIH) have introduced Common Data Elements (CDEs) as a unif...
Integrating Deep Learning-Based Dose Distribution Prediction with Bayesian Networks for Decision Support in Radiotherapy for Upper Gastrointestinal cancer [0.03%]
基于深度学习的剂量分布预测与贝叶斯网络在上消化道癌症放射治疗决策支持中的融合研究
Dong-Yun Kim,Bum-Sup Jang,Eunji Kim et al.
Dong-Yun Kim et al.
Purpose: Selecting the better techniques to harbor optimal motion management, either a stereotactic linear accelerator delivery using TrueBeam (TBX) or Magnetic Resonance (MR)-guided gated delivery using MRIdian (MRG), is...
Federated Learning Survival Model and Potential Radiotherapy Decision Support Impact Assessment for Non-small Cell Lung Cancer Using Real-World Data [0.03%]
基于真实世界数据的联邦学习生存模型及潜在放疗决策支持影响评估在非小细胞肺癌中的应用
M Field,S Vinod,G P Delaney et al.
M Field et al.
Aims: The objective of this study was to develop a two-year overall survival model for inoperable stage I-III non-small cell lung cancer (NSCLC) patients using routine radiation oncology data over a federated (distributed...
Retrospective Clinical Evaluation of a Decision-Support Software for Adaptive Radiotherapy of Head and Neck Cancer Patients [0.03%]
头颈癌症患者的自适应放射治疗决策支持软件的临床回顾性评估
Sebastien A A Gros,Anand P Santhanam,Alec M Block et al.
Sebastien A A Gros et al.
Purpose: This study aimed to evaluate the clinical need for an automated decision-support software platform for adaptive radiation therapy (ART) of head and neck cancer (HNC) patients. ...
A decision support framework for postoperative radiotherapy in patients with pathological N2 non-small cell lung cancer [0.03%]
病理分期N2期非小细胞肺癌术后放射治疗决策支持框架
Chen-Chen Zhang,Wen Yu,Qin Zhang et al.
Chen-Chen Zhang et al.
Introduction: Postoperative radiotherapy (PORT) plays a highly controversial role in pathological N2 (pN2) non-small cell lung cancer (NSCLC) disease. Recent studies reveal that not all patients can benefit from PORT. Fur...
An image-guided radiotherapy decision support framework incorporating a Bayesian network and visualization tool [0.03%]
一种基于贝叶斯网络和可视化工具的图像引导放射治疗决策支持框架
Catriona Hargrave,Timothy Deegan,Tomasz Bednarz et al.
Catriona Hargrave et al.
Purpose: To describe a Bayesian network (BN) and complementary visualization tool that aim to support decision-making during online cone-beam computed tomography (CBCT)-based image-guided radiotherapy (IGRT) for prostate ...