骨髓纤维化中贫血和输血的经济与组织影响:对意大利患者、护理人员和医院的影响 数据表1

包含意大利骨髓纤维化患者贫血和输血的经济与组织影响数据,从医生访谈和患者问卷中收集分类和量化指标。

NIAID Data Ecosystem
浏览 13
表格myelofibrosisanemia burdentransfusion dependencyeconomic burden of diseasepatient perspectiveItaly
Data Sheet 1_Anemia and blood transfusions in myelofibrosis: economic and organizational impact on Italian patients, caregivers and hospitals.zip

基本信息

模态
表格
大小
0.001253656 GB
许可
CC BY 4.0
创建/更新时间
2026-10-19
版本
v1

资源简介

骨髓纤维化中贫血和输血的经济与组织影响:对意大利患者、护理人员和医院的影响 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 1.25 MB,主题涵盖 myelofibrosis、anemia burden、transfusion dependency、economic burden of disease、patient perspective,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_Anemia and blood transfusions in myelofibrosis: economic and organizational impact on Italian patients, caregivers and hospitals.zip》。配套论文《Red blood cell transfusion-dependency implies a poor survival in primary myelofibrosis irrespective of IPSS and DIPSS》发表于 Haematologica(2010),DOI:10.3324/haematol.2010.031831。源站首次发布:2025-03-07。

【数据内容】

源站原始描述:IntroductionAnemia management in myelofibrosis (MF) remains a major challenge, often resulting in blood transfusions as the condition progresses. The BEAT project aimed to quantify the economic and organizational burden of anemia and transfusions in MF patients in Italy from the patient and hospital perspectives. MethodsData were collected from two primary sources: (i) semi-structured interviews with 13 hematologists and 1 transfusionist from 13 Italian MF reference centers; (ii) an online quest…

【数据结构与技术规格】

文件数 1 个,合计 1.25 MB。Data Sheet 1_Anemia and blood transfusions in myelofibrosis: economic and organizational impact on Italian patients, caregivers and hospitals.zip:application/zip,1.25 MB。数据集 DOI:10.3389/fonc.2025.1549023.s001。

【主题与分类】

源站学科分类:Oncology and Carcinogenesis not elsewhere classified。主题标签:myelofibrosis、anemia burden、transfusion dependency、economic burden of disease、patient perspective、Italy。

【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_Anemia_and_blood_transfusions_in_myelofibrosis_economic_and_organizational_impact_on_Italian_patients_caregivers_and_hospitals_zip/28553885

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

规范引用:Palandri, Francesca; Inzoli, Alessandro; Barone, Antonella; Dordoni, Daniela; Formenti, Elisa; D’Elia, Giorgio Corradini; et al. (2025). Data Sheet 1_Anemia and blood transfusions in myelofibrosis: economic and organizational impact on Italian patients, caregivers and hospitals.zip. Frontiers. Datas…

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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 "Data Sheet 1_Anemia and blood transfusions in myelofibrosis: economic and organizational impact on Italian patients, caregivers and hospitals.zip" "https://ndownloader.figshare.com/files/52854203"

文件清单

  • Data Sheet 1_Anemia and blood transfusions in myelofibrosis: economic and organizational impact on Italian patients, caregivers and hospitals.zip(1.25 MB)

文件总体积 1.25 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

IntroductionAnemia management in myelofibrosis (MF) remains a major challenge, often resulting in blood transfusions as the condition progresses. The BEAT project aimed to quantify the economic and organizational burden of anemia and transfusions in MF patients in Italy from the patient and hospital perspectives.
MethodsData were collected from two primary sources: (i) semi-structured interviews with 13 hematologists and 1 transfusionist from 13 Italian MF reference centers; (ii) an online questionnaire completed by 191 patients distributed by AIPAMM (Italian Association of Patients with Myeloproliferative Diseases). Patients were categorized into 9 patient types based on the Dynamic International Prognostic Scoring System (DIPSS), anemia status, and need for transfusions. The collected data was used to feed an analytical model to quantify time and costs for patients, caregivers and the healthcare system over one year for managing MF, MF-related anemia, and transfusion care for each patient type.
ResultsTransfusion dependent patients spend, on average, six times more time on MF care compared to non-anemic patients (133.1 vs 20.9 hours/year). Transfusion-related hospital visits represent a major burden, with waiting times accounting for 44% of total access time (about 7.3 hours). Annual hospital management time and estimated costs per patient are 17.0 vs. 5.2 vs. 3.5 hours/year, and €6,603 vs. €249 vs. €165/year for transfusion dependent, anemic non-transfusion dependent, and non-anemic patients, respectively. Indirect social costs for transfusion dependent patients (€2,332) are estimated to be six times greater than those for non-anemic patients (€367). Patient surveys confirmed the significant impact of transfusion dependency on work, social, and daily life, with scores of 4.5/5 for work and over 4/5 for social and daily life.
DiscussionThese findings highlight the urgent need for optimizing MF-related anemia and transfusion management to help mitigate the economic strain on healthcare systems and lessen the time-related and emotional impact on patients and caregivers.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fonc.2025.1549023.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Anemia_and_blood_transfusions_in_myelofibrosis_economic_and_organizational_impact_on_Italian_patients_caregivers_and_hospitals_zip/28553885)。

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