肝内胆管癌术前预后模型(TCCA)数据表1
包含849例肝内胆管癌患者临床数据,用于构建术前TCCA预后模型进行生存预测。

基本信息
资源简介
肝内胆管癌术前预后模型(TCCA)数据表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 17.79 KB,主题涵盖 adjuvant chemotherapy、carbohydrate antigen 19-9 (CA 19-9)、carcinoembryonic antigen (CEA)、preoperative risk model、tumor burden score (TBS),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《Data Sheet 1_Preoperative prognostic model combining tumor burden score and tumor markers to predict long-term outcomes following hepatectomy for intrahepatic cholangiocarcinoma: a multi-institutional analysis.docx》。配套论文《Development and validation of a new prognostic immune–inflammatory–nutritional score for predicting outcomes after curative resection for intrahepatic cholangiocarcinoma: A multicenter study》发表于 Frontiers in Immunology(2023),DOI:10.3389/fimmu.2023.1165510。源站首次发布:2026-02-11。
【数据内容】
源站原始描述:Background and aimIntrahepatic cholangiocarcinoma (ICC) is an aggressive liver malignancy with limited prognostic tools to guide treatment strategies. This study aimed to develop and validate a preoperative prognostic model combining tumor burden score (TBS), carcinoembryonic antigen (CEA), and carbohydrate antigen 19-9 (CA19-9), termed the TCCA model, to predict outcomes in patients with ICC undergoing hepatectomy. MethodsPatients who underwent curative resection for ICC between 2014 and 2020 w…
【数据结构与技术规格】
文件数 1 个,合计 17.79 KB。Data Sheet 1_Preoperative prognostic model combining tumor burden score and tumor markers to predict long-term outcomes following hepatectomy for intr.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.79 KB。数据集 DOI:10.3389/fonc.2026.1720482.s002。
【主题与分类】
源站学科分类:Oncology and Carcinogenesis not elsewhere classified。主题标签:adjuvant chemotherapy、carbohydrate antigen 19-9 (CA 19-9)、carcinoembryonic antigen (CEA)、preoperative risk model、tumor burden score (TBS)。
【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/Data_Sheet_1_Preoperative_prognostic_model_combining_tumor_burden_score_and_tumor_markers_to_predict_long-term_outcomes_following_hepatectomy_for_intrahepatic_cholangiocarcinoma_a_multi-institutional_analysis_docx/31311670
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Fu, Jun; Huang, Tingfeng; Lin, Qizhu; Li, Jingdong; Bi, Xinyu; Wang, Jianming; et al. (2026). Data Sheet 1_Preoperative prognostic model combining tumor burden score and tumor markers to predict long-term outcomes following hepatectomy for intrahepatic cholangiocarcinoma: a multi-institutional analy…
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
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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:Data Sheet 1_Preoperative prognostic model combining tumor burden score and tumor markers to predict long-term outcomes following hepatectomy for intrahepatic cholangiocarcinoma: a multi-institutional analysis.docx
- DOI:10.3389/fonc.2026.1720482.s002
- 发布日期:2026-02-11
- 文件数:1 个
- 文件总体积:17.79 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Preoperative_prognostic_model_combining_tumor_burden_score_and_tumor_markers_to_predict_long-term_outcomes_following_hepatectomy_for_intrahepatic_cholangiocarcinoma_a_multi-institutional_analysis_docx/31311670
命令行下载
curl -L -o "Data Sheet 1_Preoperative prognostic model combining tumor burden score and tumor markers to predict long-term outcomes following hepatectomy for intr.docx" "https://ndownloader.figshare.com/files/61791037"
文件清单
Data Sheet 1_Preoperative prognostic model combining tumor burden score and tumor markers to predict long-term outcomes following hepatectomy for intr.docx(17.79 KB)
文件总体积 17.79 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
Background and aimIntrahepatic cholangiocarcinoma (ICC) is an aggressive liver malignancy with limited prognostic tools to guide treatment strategies. This study aimed to develop and validate a preoperative prognostic model combining tumor burden score (TBS), carcinoembryonic antigen (CEA), and carbohydrate antigen 19-9 (CA19-9), termed the TCCA model, to predict outcomes in patients with ICC undergoing hepatectomy.
MethodsPatients who underwent curative resection for ICC between 2014 and 2020 were retrospectively identified from a multi-institutional database. The impact of the TCCA model on overall survival (OS) and recurrence-free survival (RFS) was evaluated in training and validation cohorts. Predictive performance was evaluated using the area under the Receiver Operating Characteristic curve (AUC), the Akaike Information Criterion (AIC), and the C-index.
ResultsA total of 849 patients were included. Lower TCCA scores were associated with better median OS (score 0: 59.7 months; score 1: 31.3 months; score 2: 19.4 months; score 3: 11.5 months, respectively) and median RFS (28.8; 15.4; 9.7; 8.1 months, respectively). The TCCA model performed well in both the training cohort (AUC: 0.697 for OS and 0.649 for RFS) and the validation cohort (AUC: 0.672 for OS and 0.632 for RFS), outperforming the 8th edition TNM system and other models, with the highest C-index (0.734) and lowest AIC (3840). Subgroup analyses demonstrated that the TCCA model maintained good discriminative ability among patients with negative CEA or CA19–9 levels.
ConclusionThe TCCA model accurately stratifies ICC patients for OS and RFS after resection. It provides a simple and practical tool for preoperative risk assessment, supporting individualized surgical decision-making and individualized patient counseling.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fonc.2026.1720482.s002(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Preoperative_prognostic_model_combining_tumor_burden_score_and_tumor_markers_to_predict_long-term_outcomes_following_hepatectomy_for_intrahepatic_cholangiocarcinoma_a_multi-institutional_analysis_docx/31311670)。
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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