符合巴西标准的肝细胞癌手术射频消融设备开发
该数据集包含肝细胞癌射频消融设备开发及其符合巴西标准的测试数据。

基本信息
资源简介
符合巴西标准的肝细胞癌手术射频消融设备开发
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 8 个文件、合计 1.16 MB,主题涵盖 Accuracy、Monotonicity、Crest factor、Hepatocellular carcinoma,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Development of radiofrequency ablation device for surgical hepatocellular carcinoma treatment in agreement with Brazilian standards》。配套论文《Development of radiofrequency ablation device for surgical hepatocellular carcinoma treatment in agreement with Brazilian standards》发表于 Research on Biomedical Engineering(2018),DOI:10.1590/2446-4740.07517。源站首次发布:2018-05-23。
【数据内容】
源站原始描述:Abstract Introduction Many studies have been carried out on the main causes of hepatocellular carcinoma (HCC) to identify suitable diagnosis methods and treatments to combat the disease. However, high equipment costs and the lack of hepatic-ablation technologies manufactured in Brazil encourage the design and implementation of a solution based on normative principles. Methods The analysis and description of equipment features were the first steps in defining the design requirements and constrain…
【数据结构与技术规格】
文件数 8 个,合计 1.16 MB。数据集 DOI:10.6084/m9.figshare.6318002.v1。
【主题与分类】
源站学科分类:Biological Engineering。主题标签:Accuracy、Monotonicity、Crest factor、Hepatocellular carcinoma。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://scielo.figshare.com/articles/dataset/Development_of_radiofrequency_ablation_device_for_surgical_hepatocellular_carcinoma_treatment_in_agreement_with_Brazilian_standards/6318002
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Cavalcante, Gilvandson Costa; Lima, Flávio Ferreira; Venturin, Murilo; Jacobi, Ricardo Pezzuol; Rosa, Suélia de Siqueira Rodrigues Fleury (2018). Development of radiofrequency ablation device for surgical hepatocellular carcinoma treatment in agreement with Brazilian standards. SciELO journals. Data…
【使用注意】
· 源站最后修改于 2023-06-05,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:Development of radiofrequency ablation device for surgical hepatocellular carcinoma treatment in agreement with Brazilian standards
- DOI:10.6084/m9.figshare.6318002.v1
- 发布日期:2018-05-23
- 文件数:8 个
- 文件总体积:1.16 MB
- 源站页面:https://scielo.figshare.com/articles/dataset/Development_of_radiofrequency_ablation_device_for_surgical_hepatocellular_carcinoma_treatment_in_agreement_with_Brazilian_standards/6318002
命令行下载
curl -L -o "2446-4740-reng-2446-474007517-gf01.jpg" "https://ndownloader.figshare.com/files/11563571"
curl -L -o "2446-4740-reng-2446-474007517-gf02.jpg" "https://ndownloader.figshare.com/files/11563577"
curl -L -o "2446-4740-reng-2446-474007517-gf03.jpg" "https://ndownloader.figshare.com/files/11563580"
curl -L -o "2446-4740-reng-2446-474007517-gf04.jpg" "https://ndownloader.figshare.com/files/11563583"
curl -L -o "2446-4740-reng-2446-474007517-gf05.jpg" "https://ndownloader.figshare.com/files/11563586"
curl -L -o "2446-4740-reng-2446-474007517-gf06.jpg" "https://ndownloader.figshare.com/files/11563589"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/11563592"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/11563595"
文件清单
2446-4740-reng-2446-474007517-gf01.jpg(94.69 KB)2446-4740-reng-2446-474007517-gf02.jpg(697.89 KB)2446-4740-reng-2446-474007517-gf03.jpg(73.34 KB)2446-4740-reng-2446-474007517-gf04.jpg(75.44 KB)2446-4740-reng-2446-474007517-gf05.jpg(92.39 KB)2446-4740-reng-2446-474007517-gf06.jpg(111.26 KB)Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)
文件总体积 1.16 MB(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
Abstract Introduction Many studies have been carried out on the main causes of hepatocellular carcinoma (HCC) to identify suitable diagnosis methods and treatments to combat the disease. However, high equipment costs and the lack of hepatic-ablation technologies manufactured in Brazil encourage the design and implementation of a solution based on normative principles. Methods The analysis and description of equipment features were the first steps in defining the design requirements and constraints. Equipment functionalities were evaluated with three assays set by NBR-IEC 60601-2-2. Results The assays of output control adjustment accuracy, output control adjustment monotonicity, and signal quality evaluation using the crest factor (CF) for the equipment showed thresholds superior to the aforementioned standard. Conclusion State-of-the-art studies have contributed the equipment construction. The construction process was validated by assays to ensure the equipment functionality with raw materials at acceptable costs. The test results showed the superiority of the equipment in relation to the assays proposed by the standard NBR-IEC 60601-2-2. However, to convert the prototype into a commercial product, other analyses are necessary.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.6318002.v1(source: https://scielo.figshare.com/articles/dataset/Development_of_radiofrequency_ablation_device_for_surgical_hepatocellular_carcinoma_treatment_in_agreement_with_Brazilian_standards/6318002)。
数据缺失?
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