I期NSCLC根治性治疗后风险分层:Table 1
I期非小细胞肺癌根治性治疗后风险分层研究的Table 1表格数据,含261例患者临床特征。

基本信息
资源简介
I期NSCLC根治性治疗后风险分层:Table 1
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 15.10 KB,主题涵盖 resection、surveillance、recurrence、second primary lung cancer、imaging,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《Table_1_Brief report: risk stratification following curative therapy for stage I NSCLC.docx》。配套论文《Brief report: risk stratification following curative therapy for stage I NSCLC》发表于 Frontiers in Oncology(2023),DOI:10.3389/fonc.2023.1250315。源站首次发布:2023-08-14。
【数据内容】
源站原始描述:IntroductionSurveillance with computed tomography (CT) imaging following curative treatment of stage I non-small cell lung cancer (NSCLC) is important to identify recurrence or second primary lung cancers (SPLC). The pattern and risks of recurrence following curative therapy and optimal duration of surveillance scans remain unknown. The objective of our study is to assess the pattern of recurrence and development of SPLC to risk stratify patients with stage I NSCLC following curative therapy. Me…
【数据结构与技术规格】
文件数 1 个,合计 15.10 KB。Table_1_Brief report: risk stratification following curative therapy for stage I NSCLC.docx:undefined,15.10 KB。数据集 DOI:10.3389/fonc.2023.1250315.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:resection、surveillance、recurrence、second primary lung cancer、imaging。
【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://frontiersin.figshare.com/articles/dataset/Table_1_Brief_report_risk_stratification_following_curative_therapy_for_stage_I_NSCLC_docx/23938944
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Butts, Emily; Gococo-Benore, Denise; Pai, Tanmayi; Moustafa, Muhamad Alhaj; Heng, Fei; Chen, Ruqin; et al. (2023). Table_1_Brief report: risk stratification following curative therapy for stage I NSCLC.docx. Frontiers. Dataset
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:Table_1_Brief report: risk stratification following curative therapy for stage I NSCLC.docx
- DOI:10.3389/fonc.2023.1250315.s001
- 发布日期:2023-08-14
- 文件数:1 个
- 文件总体积:15.10 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Brief_report_risk_stratification_following_curative_therapy_for_stage_I_NSCLC_docx/23938944
命令行下载
curl -L -o "Table_1_Brief report: risk stratification following curative therapy for stage I NSCLC.docx" "https://ndownloader.figshare.com/files/41983968"
文件清单
Table_1_Brief report: risk stratification following curative therapy for stage I NSCLC.docx(15.10 KB)
文件总体积 15.10 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
IntroductionSurveillance with computed tomography (CT) imaging following curative treatment of stage I non-small cell lung cancer (NSCLC) is important to identify recurrence or second primary lung cancers (SPLC). The pattern and risks of recurrence following curative therapy and optimal duration of surveillance scans remain unknown. The objective of our study is to assess the pattern of recurrence and development of SPLC to risk stratify patients with stage I NSCLC following curative therapy.
MethodsWe identified 261 patients who received curative therapy for stage I NSCLC at Mayo Clinic Florida. Data was collected on clinical and demographic features including gender, smoking history, stage, treatment, histologic subtype, and tumor grade. Kaplan-Meier method was used to evaluate the disease free survival (DFS). Cox proportional hazard model was used to identify risk factors for recurrence.
ResultsNegative tobacco history and stage IA tumors were associated with significantly prolonged DFS after adjusting for co-variates (p=0.001 and p=0.005). Univariate Cox proportional hazards model identified tobacco history and stage 1B as risk factors for recurrence with unadjusted hazard ratio (HR) of 2.8 and 2.0, respectively. After adjusting for covariates, only stage IB was statistically significant predictor of recurrence with a hazard ratio of 2.1 (Confidence Interval (CI) 95% 1.2-3.6; p=0.007).
ConclusionsAn individualized approach that considers risk factors of stage and smoking history may be useful in determining whether to continue annual CT surveillance after five years post curative therapy for stage I NSCLC.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fonc.2023.1250315.s001(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Brief_report_risk_stratification_following_curative_therapy_for_stage_I_NSCLC_docx/23938944)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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