基于淋巴结比率的甲状腺髓样癌死亡率预测模型数据集
基于2,093名甲状腺髓样癌患者的淋巴结比率等临床数据，构建并验证了5年、10年、20年死亡率预测模型。
基本信息
资源简介
基于淋巴结比率的甲状腺髓样癌死亡率预测模型数据集
【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 24.20 KB，主题涵盖 medullary thyroid carcinoma、lymph node ratio、overall survival、cause-specific survival、SEER，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《Datasheet3_A prediction model for the 5-year, 10-year and 20-year mortality of medullary thyroid carcinoma patients based on lymph node ratio and other predictors.pdf》。配套论文《Prognostic value of lymph node ratio in metastatic papillary thyroid carcinoma》发表于 The Journal of Laryngology & Otology（2017），DOI：10.1017/S0022215117002250。源站首次发布：2023-01-12。
【数据内容】
源站原始描述：AimTo explore the predictive value of lymph node ratio (LNR) for the prognosis of medullary thyroid carcinoma (MTC) patients, and constructed prediction models for the 5-year, 10-year and 20-year mortality of MTC patients based on LNR and other predictors. MethodsThis cohort study extracted the data of 2,093 MTC patients aged ≥18 years undergoing total thyroidectomy and neck lymph nodes dissection. Kaplan-Meier curves and log-rank tests were performed to compare survival curves between LNR The 5…
【数据结构与技术规格】
文件数 1 个，合计 24.20 KB。Datasheet3_A prediction model for the 5-year, 10-year and 20-year mortality of medullary thyroid carcinoma patients based on lymph node ratio and othe.pdf：application/pdf，24.20 KB。数据集 DOI：10.3389/fsurg.2022.1044971.s003。
【主题与分类】
源站学科分类：Surgery、Oral and Maxillofacial Surgery、Medical Biochemistry: Proteins and Peptides (incl. Medical Proteomics)。主题标签：medullary thyroid carcinoma、lymph node ratio、overall survival、cause-specific survival、SEER。
【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/Datasheet3_A_prediction_model_for_the_5-year_10-year_and_20-year_mortality_of_medullary_thyroid_carcinoma_patients_based_on_lymph_node_ratio_and_other_predictors_pdf/21890577
使用许可：CC BY 4.0（https://creativecommons.org/licenses/by/4.0/）。
规范引用：An, Yanhua; Lu, Jingkai; Hu, Mosheng; Cao, Qiumei (2023). Datasheet3_A prediction model for the 5-year, 10-year and 20-year mortality of medullary thyroid carcinoma patients based on lymph node ratio and other predictors.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：Datasheet3_A prediction model for the 5-year, 10-year and 20-year mortality of medullary thyroid carcinoma patients based on lymph node ratio and other predictors.pdf
- DOI：10.3389/fsurg.2022.1044971.s003
- 发布日期：2023-01-12
- 文件数：1 个
- 文件总体积：24.20 KB
- 源站页面：https://frontiersin.figshare.com/articles/dataset/Datasheet3_A_prediction_model_for_the_5-year_10-year_and_20-year_mortality_of_medullary_thyroid_carcinoma_patients_based_on_lymph_node_ratio_and_other_predictors_pdf/21890577
命令行下载
curl -L -o "Datasheet3_A prediction model for the 5-year, 10-year and 20-year mortality of medullary thyroid carcinoma patients based on lymph node ratio and othe.pdf" "https://ndownloader.figshare.com/files/38827101"
文件清单
Datasheet3_A prediction model for the 5-year, 10-year and 20-year mortality of medullary thyroid carcinoma patients based on lymph node ratio and othe.pdf（24.20 KB）
文件总体积 24.20 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
AimTo explore the predictive value of lymph node ratio (LNR) for the prognosis of medullary thyroid carcinoma (MTC) patients, and constructed prediction models for the 5-year, 10-year and 20-year mortality of MTC patients based on LNR and other predictors.
MethodsThis cohort study extracted the data of 2,093 MTC patients aged ≥18 years undergoing total thyroidectomy and neck lymph nodes dissection. Kaplan-Meier curves and log-rank tests were performed to compare survival curves between LNR The 5-year, 10-year and 20-year overall survival (OS) and cause-specific survival (CSS) of MTC patients with LNR The models displayed good predictive performance, which might help identify MTC patients might have poor outcomes and appropriate interventions should be applied in these patients.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fsurg.2022.1044971.s003（source: https://frontiersin.figshare.com/articles/dataset/Datasheet3_A_prediction_model_for_the_5-year_10-year_and_20-year_mortality_of_medullary_thyroid_carcinoma_patients_based_on_lymph_node_ratio_and_other_predictors_pdf/21890577）。
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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