Dataset_Recurrent_Intussusception_Jul25

印度儿童肠套叠复发多中心观察研究数据集,包含2019-2022年1406例患儿的临床、流行病学和影像学数据。

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2025-07-18 更新
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多模态intussusceptionrecurrence cohortepidemiologyregional variation withinIndia
Dataset_Recurrent_Intussusception_Jul25

基本信息

模态
多模态
大小
0.001546238 GB
许可
CC BY 4.0
创建/更新时间
2025-07-18
版本
v2

资源简介

Dataset_Recurrent_Intussusception_Jul25

【一句话概览】

本数据集是 figshare 公开的多模态数据集,收录 1 个文件、合计 1.55 MB,主题涵盖 intussusception、recurrence cohort、epidemiology、regional variation within、India,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。

【数据集背景】

项目资助方:To support active surveillance in Jharkhand state, India, where the newly launched Rotavirus vaccine, RotaSiil, was recently introduced into the Indian universal immunization programme。源站首次发布:2025-07-18。

【数据内容】

源站原始描述:The purpose of this study was to assess the incidence of recurrent episodes of intussusception in children in southern and western India and identify risk factors associated with recurrence. This multicenter observational study was conducted from August 2019 to December 2022 in children with intussusception aged under 2 y admitted to 21 hospitals in four Indian states: Kerala and Karnataka in southern India and Maharashtra and Gujarat in western India. Clinical, epidemiological, and sociodemogra…

【数据结构与技术规格】

文件数 1 个,合计 1.55 MB。Dataset_Recurrent_Intussusception_Jul25.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,1.55 MB。数据集 DOI:10.6084/m9.figshare.29539874.v2。

【主题与分类】

源站学科分类:Disease surveillance。主题标签:intussusception、recurrence cohort、epidemiology、regional variation within、India。

【适用方向】

多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。

【获取与许可】

源站页面:https://figshare.com/articles/dataset/Dataset_for_recurrent_intussusception_manuscript/29539874

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Chaudhary, Varsha Sudhir; Machathi, Anupama; Kharat, Namrata; Premkumar, Prasanna Samuel; Lingam, Ragavi; Kannan, Poovarasan; et al. (2025). Dataset_Recurrent_Intussusception_Jul25. figshare. Dataset

【使用注意】

· 源站最后修改于 2025-07-28,引用时请注意版本时效。

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

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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)

命令行下载

curl -L -o "Dataset_Recurrent_Intussusception_Jul25.xlsx" "https://ndownloader.figshare.com/files/56366684"

文件清单

  • Dataset_Recurrent_Intussusception_Jul25.xlsx(1.55 MB)

文件总体积 1.55 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

The purpose of this study was to assess the incidence of recurrent episodes of intussusception in children in southern and western India and identify risk factors associated with recurrence. This multicenter observational study was conducted from August 2019 to December 2022 in children with intussusception aged under 2 y admitted to 21 hospitals in four Indian states: Kerala and Karnataka in southern India and Maharashtra and Gujarat in western India. Clinical, epidemiological, and sociodemographic data were collected using structured questionnaires, medical records, and radiological reports. A single follow-up was conducted in July 2023 to assess vital status and the incidence of intussusception recurrence. Out of the 1406 children enrolled with intussusception, 85 were unavailable for follow-up, and 55 (4.2%) experienced one or more recurrent episodes during the study period. The median time to the first recurrence was 137 d. The incidence of recurrence was significantly higher in Kerala (40/697; 5.7%) than in the other three states (15/624; 2.4%; p = 0.027). Incessant crying and irritability were significantly more common in recurrent episodes (20/55; 36.4%) than in first episodes (289/1266; 22.8%; p = 0.008). Radiological reduction was significantly more common in recurrent cases (49/55; 89.1%) than in first episode cases (1037/1266; 78.5%; p = 0.039). This study reveals regional and clinical factors associated with recurrence of intussusception and highlights the need for region-specific protocols to optimize treatment and minimize the incidence of recurrence. The reasons for the regional disparities in the incidence of recurrence should be investigated.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.29539874.v2(source: https://figshare.com/articles/dataset/Dataset_for_recurrent_intussusception_manuscript/29539874)。

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