改善全身放射治疗的专用治疗床和3D打印患者特异性肺块可行性研究数据表
全身放射治疗中3D打印肺块可行性研究数据,包含15例患者的治疗计划和剂量验证结果。

基本信息
资源简介
改善全身放射治疗的专用治疗床和3D打印患者特异性肺块可行性研究数据表
【一句话概览】
本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 347.62 KB,主题涵盖 total body irradiation、hematopoietic stem cell transplants、3D-printing、lung shielding、treatment planning system optimization,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《DataSheet_1_Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study.pdf》。配套论文《Allogeneic bone marrow transplantation for acute myeloid leukemia in first remission: a randomized trial of a busulfan-Cytoxan versus Cytoxan-total body irradiation as preparative regimen: a report from the Group d''Etudes de la Greffe de Moelle Osseuse [see comments]》发表于 Blood(1992),DOI:10.1182/blood.V79.10.2578.bloodjournal79102578。源站首次发布:2023-01-19。
【数据内容】
源站原始描述:IntroductionTotal body irradiation (TBI) is an important component of the conditioning regimen in patients undergoing hematopoietic stem cell transplants. TBI is used in very few patients and therefore it is generally delivered with standard linear accelerators (LINACs) and not with dedicated devices. Severe pulmonary toxicity is the most common adverse effect after TBI, and patient-specific lead blocks are used to reduce mean lung dose. In this context, online treatment setup is crucial to achi…
【数据结构与技术规格】
文件数 1 个,合计 347.62 KB。DataSheet_1_Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study.pdf:application/pdf,347.62 KB。数据集 DOI:10.3389/fonc.2022.1046168.s001。
【主题与分类】
源站学科分类:Cancer、Haematological Tumours、Molecular Targets、Radiation Therapy、Oncology and Carcinogenesis not elsewhere classified、Solid Tumours。主题标签:total body irradiation、hematopoietic stem cell transplants、3D-printing、lung shielding、treatment planning system optimization。
【适用方向】
文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Improving_total_body_irradiation_with_a_dedicated_couch_and_3D-printed_patient-specific_lung_blocks_A_feasibility_study_pdf/21921633
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Strolin, Silvia; Paolani, Giulia; Santoro, Miriam; Cercenelli, Laura; Bortolani, Barbara; Ammendolia, Ilario; et al. (2023). DataSheet_1_Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study.pdf. Frontiers. Dataset
【使用注意】
· 源站最后修改于 2023-06-21,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:DataSheet_1_Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study.pdf
- DOI:10.3389/fonc.2022.1046168.s001
- 发布日期:2023-01-19
- 文件数:1 个
- 文件总体积:347.62 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Improving_total_body_irradiation_with_a_dedicated_couch_and_3D-printed_patient-specific_lung_blocks_A_feasibility_study_pdf/21921633
命令行下载
curl -L -o "DataSheet_1_Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study.pdf" "https://ndownloader.figshare.com/files/38886447"
文件清单
DataSheet_1_Improving total body irradiation with a dedicated couch and 3D-printed patient-specific lung blocks: A feasibility study.pdf(347.62 KB)
文件总体积 347.62 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
IntroductionTotal body irradiation (TBI) is an important component of the conditioning regimen in patients undergoing hematopoietic stem cell transplants. TBI is used in very few patients and therefore it is generally delivered with standard linear accelerators (LINACs) and not with dedicated devices. Severe pulmonary toxicity is the most common adverse effect after TBI, and patient-specific lead blocks are used to reduce mean lung dose. In this context, online treatment setup is crucial to achieve precise positioning of the lung blocks. Therefore, in this study we aim to report our experience at generating 3D-printed patient-specific lung blocks and coupling a dedicated couch (with an integrated onboard image device) with a modern LINAC for TBI treatment.
Material and methodsTBI was planned and delivered (2Gy/fraction given twice a day, over 3 days) to 15 patients. Online images, to be compared with planned digitally reconstructed radiographies, were acquired with the couch-dedicated Electronic Portal Imaging Device (EPID) panel and imported in the iView software using a homemade Graphical User Interface (GUI). In vivo dosimetry, using Metal-Oxide Field-Effect Transistors (MOSFETs), was used to assess the setup reproducibility in both supine and prone positions.
Results3D printing of lung blocks was feasible for all planned patients using a stereolithography 3D printer with a build volume of 14.5×14.5×17.5 cm3. The number of required pre-TBI EPID-images generally decreases after the first fraction. In patient-specific quality assurance, the difference between measured and calculated dose was generallyThe TBI technique was successfully implemented, demonstrating that our approach is feasible, flexible, and cost-effective. The use of 3D-printed patient-specific lung blocks have the potential to personalize TBI treatment and to refine the shape of the blocks before delivery, making them extremely versatile.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fonc.2022.1046168.s001(source: https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Improving_total_body_irradiation_with_a_dedicated_couch_and_3D-printed_patient-specific_lung_blocks_A_feasibility_study_pdf/21921633)。
数据缺失?
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