参与者人口统计学数据(30人)

印度比哈尔邦内脏利什曼病患者及护理人员的人口统计学与诊疗经历表格数据。

Figshare
2025-02-25 更新
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表格sand fly bitespatient life experiencemay reduce barriersborne disease causedpocket financial burdenlast 12 monthsfunded public settinghealth care professionalshealth care facilitykey barriers identifieddiagnosis takes placebihar area remains
Participant demographics (N = 30)

基本信息

模态
表格
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-02-25
版本
v1

资源简介

参与者人口统计学数据(30人)

【数据集背景】

本数据集源站标题为《Participant demographics (N = 30).》。源站首次发布:2025-02-25。

【数据内容】

源站原始描述:Background Visceral leishmaniasis (VL) is a vector-borne disease caused by Leishmania parasites and transmitted by sand fly bites, targeted for elimination in India. VL primarily affects rural, low-income populations with limited health care access. In South Asia, few studies have explored patients’ perspectives, diagnoses, and treatment experiences; particularly lacking an understanding about the patients’ life experiences outside of clinical research settings. Methodology/principal findings A…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 2.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pntd.0012326.t002。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Neuroscience、Biotechnology、Cancer、Infectious Diseases。主题标签:sand fly bites、patient life experience、may reduce barriers、borne disease caused、pocket financial burden、last 12 months、funded public setting、health care professionals、health care facility、key barriers identified。

【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://plos.figshare.com/articles/dataset/Participant_demographics_N_30_/28488246

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

规范引用:Sundar, Shyam; Alves, Fabiana; Ritmeijer, Koert; Boer, Margriet den; Forsyth, Colin; Hughes, Bethan; et al. (2025). Participant demographics (N = 30).. PLOS Neglected Tropical Diseases. Dataset

官方服务

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陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 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。

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)

命令行下载

curl -L -o "Table 2.xls" "https://ndownloader.figshare.com/files/52607580"

文件清单

  • Table 2.xls(5.63 KB)

文件总体积 5.63 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

Visceral leishmaniasis (VL) is a vector-borne disease caused by Leishmania parasites and transmitted by sand fly bites, targeted for elimination in India. VL primarily affects rural, low-income populations with limited health care access. In South Asia, few studies have explored patients’ perspectives, diagnoses, and treatment experiences; particularly lacking an understanding about the patients’ life experiences outside of clinical research settings.

Methodology/principal findings

A qualitative study was conducted in Bihar, India, using moderator-facilitated, protocol-defined discussion. Eighteen adult patients and 12 caregivers of children diagnosed with and treated for VL within the last 12 months were identified by self-report. Mean time from symptom onset to diagnosis was 13.8 days. Challenges of the early patient life experience included lack of urgency by health care professionals, delayed diagnosis, and no guarantee of treatment at the location of their VL diagnosis (63% had to switch to a different center for treatment, at times delaying treatment). Key barriers identified in previous studies that were re-confirmed in this study include out-of-pocket financial burden, absence from work/home duties, and long-distance travel to hospitals. Patients and caregivers (n = 29/30) expressed a preference for a potential oral treatment that could be taken close to home.

Conclusions/significance

This study reveals new insights about the patient life experience and reconfirms previous research indicating that access to care for patients with VL in the Bihar area remains a challenge. Although most patients with VL seek care early, diagnosis often requires multiple visits to a health care facility. Despite access to therapy in public hospitals, some patients reported a preference for private care. Even if diagnosis takes place in a government-funded public setting, some patients reported needing to move from the location of diagnosis to another center to receive therapy, creating an additional burden for patients. As a potential alternative to current parenteral treatment, adult patients and caregivers of pediatric patients expressed interest in a pote

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pntd.0012326.t002(source: https://plos.figshare.com/articles/dataset/Participant_demographics_N_30_/28488246)。

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。

⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。

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