Comparison of prediction performance using the average absolute dose difference<sup>*</sup>.

NIAID Data Ecosystem2026-03-11 收录

数据链接：

https://figshare.com/articles/dataset/Comparison_of_prediction_performance_using_the_average_absolute_dose_difference_sup_sup_/12243626 数据链接链接失效反馈

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资源简介：

Comparison of prediction performance using the average absolute dose difference*.

创建时间：

2020-05-04

Reference Plans for Patients with Head-and-Neck Cancer

头颈癌

放射治疗剂量预测

该数据集包含了100位头颈癌患者的参考治疗计划，用于评估剂量预测和规划模型。此外，数据集还包括了来自19种不同知识基础规划（KBP）模型的剂量预测信息，并用于生成76条独特的KBP处理流程，为全面评估提供了一个综合框架。该数据集的规模涵盖了100位患者的参考治疗计划，其任务是对放射治疗中的知识基础规划（KBP）模型进行评估。

arXiv130

DoseRAD2026 Grand Challenge dataset

放射治疗剂量预测

MR引导自适应放疗

DoseRAD2026 Dataset The DoseRAD2026 dataset is a large-scale, multimodal radiotherapy dataset designed to support the development and benchmarking of fast and accurate radiation dose calculation and

Zenodo2026-04-14 更新60

Predictions for EQD and TCP for proton beams with various LET values under moderately hypoxic conditions (2% O 2 ).

放射治疗剂量预测

生物效应建模

Predictions for EQD and TCP for proton beams with various LET values under moderately hypoxic conditions (2% O2).

NIAID Data Ecosystem10

DataSheet_3_Accuracy Improvement Method Based on Characteristic Database Classification for IMRT Dose Prediction in Cervical Cancer: Scientifically Training Data Selection.pdf

放射治疗剂量预测

深度学习优化

PurposeConsistent training and testing datasets can lead to good performance for deep learning (DL) models. However, a large high-quality training dataset for unusual clinical scenarios is usually not

NIAID Data Ecosystem60

DataSheet_1_CT-Only Radiotherapy: An Exploratory Study for Automatic Dose Prediction on Rectal Cancer Patients Via Deep Adversarial Network.docx

放射治疗剂量预测

医学影像自动分析

PurposeCurrent deep learning methods for dose prediction require manual delineations of planning target volume (PTV) and organs at risk (OARs) besides the original CT images. Perceiving the time cost

NIAID Data Ecosystem20

Comparison of prediction performance using the average absolute dose difference<sup>*</sup>.

资源简介：

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