智利全国脊柱肌萎缩患者医疗监护计划的观察数据
智利全国92名SMA患者的临床、运动功能、社会数据及护理状况数据集,含SMN2拷贝数。

基本信息
资源简介
智利全国脊柱肌萎缩患者医疗监护计划的观察数据
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 5 个文件、合计 1.45 MB,主题涵盖 Spinal muscular atrophy、Latin America、demography、Standard of care、SMN1,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《Observations from a nationwide vigilance program in medical care for spinal muscular atrophy patients in Chile》。配套论文《Observations from a nationwide vigilance program in medical care for spinal muscular atrophy patients in Chile》发表于 Arquivos de Neuro-Psiquiatria(2019),DOI:10.1590/0004-282x20190073。源站首次发布:2019-10-30。
【数据内容】
源站原始描述:ABSTRACT Spinal muscular atrophy (SMA) has gained much attention in the last few years because of the approval of the first intrathecal treatment for this neurodegenerative disease. Latin America needs to develop the demographics of SMA, timely access to diagnosis, and appropriate following of the standards of care recommendations for patients. These are essential steps to guide health policies. Methods This was a descriptive study of a cohort of SMA patients from all over Chile. We analyzed the…
【数据结构与技术规格】
文件数 5 个,合计 1.45 MB。数据集 DOI:10.6084/m9.figshare.10074149.v1。
【主题与分类】
源站学科分类:Neuroscience、Psychiatry (incl. Psychotherapy)。主题标签:Spinal muscular atrophy、Latin America、demography、Standard of care、SMN1。
【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://scielo.figshare.com/articles/dataset/Observations_from_a_nationwide_vigilance_program_in_medical_care_for_spinal_muscular_atrophy_patients_in_Chile/10074149
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:ALVAREZ, Karin; SUAREZ, Bernardita; PALOMINO, María Angélica; HERVIAS, Cecilia; CALCAGNO, Giancarlo; MARTÍNEZ-JALILIE, Maripaz; et al. (2019). Observations from a nationwide vigilance program in medical care for spinal muscular atrophy patients in Chile. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-06-03,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:Observations from a nationwide vigilance program in medical care for spinal muscular atrophy patients in Chile
- DOI:10.6084/m9.figshare.10074149.v1
- 发布日期:2019-10-30
- 文件数:5 个
- 文件总体积:1.45 MB
- 源站页面:https://scielo.figshare.com/articles/dataset/Observations_from_a_nationwide_vigilance_program_in_medical_care_for_spinal_muscular_atrophy_patients_in_Chile/10074149
命令行下载
curl -L -o "0004-282X-anp-77-7-0470-gf01.jpg" "https://ndownloader.figshare.com/files/18160910"
curl -L -o "0004-282X-anp-77-7-0470-gf02.jpg" "https://ndownloader.figshare.com/files/18160916"
curl -L -o "0004-282X-anp-77-7-0470-gf03.jpg" "https://ndownloader.figshare.com/files/18160919"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/18160922"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/18160928"
文件清单
0004-282X-anp-77-7-0470-gf01.jpg(585.17 KB)0004-282X-anp-77-7-0470-gf02.jpg(545.88 KB)0004-282X-anp-77-7-0470-gf03.jpg(297.08 KB)Table_1.xls(9.73 KB)Table_2.xls(9.73 KB)
文件总体积 1.45 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
ABSTRACT Spinal muscular atrophy (SMA) has gained much attention in the last few years because of the approval of the first intrathecal treatment for this neurodegenerative disease. Latin America needs to develop the demographics of SMA, timely access to diagnosis, and appropriate following of the standards of care recommendations for patients. These are essential steps to guide health policies. Methods This was a descriptive study of a cohort of SMA patients from all over Chile. We analyzed the clinical, motor functional, and social data, as well as the care status of nutritional, respiratory and skeletal conditions. We also measured the SMN2 copy number in this population. Results We recruited 92 patients: 50 male; 23 SMA type-1, 36 SMA type-2 and 33 SMA type-3. The median age at genetic diagnosis was 5, 24 and 132 months. We evaluated the SMN2 copy number in 57 patients. The SMA type-1 patients were tracheostomized and fed by gastrostomy in a 69.6 % of cases, 65% of SMA type-2 patients received nocturnal noninvasive ventilation, and 37% of the whole cohort underwent scoliosis surgery. Conclusion Ventilatory care for SMA type-1 is still based mainly on tracheostomy. This Chilean cohort of SMA patients had timely access to genetic diagnosis, ventilatory assistance, nutritional support, and scoliosis surgery. In this series, SMA type-1 is underrepresented, probably due to restrictions in access to early diagnosis and the high and early mortality rate.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.10074149.v1(source: https://scielo.figshare.com/articles/dataset/Observations_from_a_nationwide_vigilance_program_in_medical_care_for_spinal_muscular_atrophy_patients_in_Chile/10074149)。
需要用于商业化训练或医疗器械注册(NMPA/FDA)?
公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。




