巴西自闭症及其他发育障碍早期诊断数据集（2013-2019）

数据集获取（Figshare）

• 源站标题：Early diagnosis of autism and other developmental disorders, Brazil, 2013–2019
• DOI：10.6084/m9.figshare.22638698.v1
• 发布日期：2023-04-15
• 文件数：18 个
• 文件总体积：23.42 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Early_diagnosis_of_autism_and_other_developmental_disorders_Brazil_2013_2019/22638698

命令行下载

curl -L -o "7e874c366d704a77683dd59d4d3b07602b535536.tif" "https://ndownloader.figshare.com/files/40176470"
curl -L -o "eb2976b472417be615f7ccd986702569b46b18b8.png" "https://ndownloader.figshare.com/files/40176473"
curl -L -o "c281c564b9fbe8532e9be70af181861d115e0d16.jpg" "https://ndownloader.figshare.com/files/40176476"
curl -L -o "48bfdca87719f5465a53f2cae8d3c03304a84700.tif" "https://ndownloader.figshare.com/files/40176479"
curl -L -o "a1390f4820bd5e13ac42877a99edd7192ad0148f.png" "https://ndownloader.figshare.com/files/40176482"
curl -L -o "894939179ea2a9cdfdca620d7157970d325e8281.jpg" "https://ndownloader.figshare.com/files/40176485"
curl -L -o "66bf263e6b519ea991d4206aab4cc3df1e4b59d7.tif" "https://ndownloader.figshare.com/files/40176488"
curl -L -o "fbc7a4fa8327dda8a1abeaef3a14c491e779216f.png" "https://ndownloader.figshare.com/files/40176491"

文件清单

• 7e874c366d704a77683dd59d4d3b07602b535536.tif（6.81 MB）
• eb2976b472417be615f7ccd986702569b46b18b8.png（378.98 KB）
• c281c564b9fbe8532e9be70af181861d115e0d16.jpg（5.33 KB）
• 48bfdca87719f5465a53f2cae8d3c03304a84700.tif（4.04 MB）
• a1390f4820bd5e13ac42877a99edd7192ad0148f.png（384.64 KB）
• 894939179ea2a9cdfdca620d7157970d325e8281.jpg（6.09 KB）
• 66bf263e6b519ea991d4206aab4cc3df1e4b59d7.tif（6.90 MB）
• fbc7a4fa8327dda8a1abeaef3a14c491e779216f.png（390.06 KB）
• 19023186d24aa60799ae0a7e3c3c1de444326959.jpg（5.34 KB）
• 468783ec4f320a11dbd2b6b6ebe83fcd844becf7.tif（4.04 MB）
• 0307259de3db24b757ca5f05f75d8efa9ddd6ffd.png（388.05 KB）
• 06681b1a8e9eb202ba8e2e9b4025c766e7b197d3.jpg（6.20 KB）
• Table_1.xls（13.82 KB）
• Table_2.xls（13.82 KB）
• Table_3.xls（9.73 KB）
• Table_4.xls（13.82 KB）
• Table_5.xls（13.82 KB）
• Table_6.xls（9.73 KB）

文件总体积 23.42 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 OBJECTIVE To investigate the factors associated with the early diagnosis of autism and other types of pervasive developmental disorder (PDD) in children treated at the Psychosocial Care Center for Children and Adolescents of the Unified Health System, from 2013 to 2019,in Brazil. METHODS An exploratory cross-sectional study, based on data from the Record of Outpatient Health Actions (RAAS) of the first appointment of children aged 1 to 12 years. The gross (RRg) and adjusted (RRa) relative risks and respective 95% confidence intervals (95%CI) were estimated using the Poisson regression model with robust variance estimation. RESULTS Of the 22,483 children included in the study, the majority were male (81.9%), lived in the same municipality where they were diagnosed (96.8%) and in the Southeast region (57.7%). Early diagnosis was higher for childhood autism (RRg = 1.48; 95%CI 1.27–1.71) , PDD without subtype designation (RRg = 1.55; 95%CI 1.34–1.80), other PDD (RRg = 1.48; 95%CI 1.21–1.81) and PDD not otherwise specified (RRg = 1.44; 95%CI 1.22–1.69) than for atypical autism. Children residing in the same municipality where the diagnosis was made had a higher rate of early diagnosis (RRg = 1.31; 95%CI 1.10–1.55) than the others; as well as those referred by primary care (RRg = 1.51; 95%CI 1.37–1.68) and by spontaneous demand (RRg = 1.45; 95%CI 1.31–1.61) than those from other types of referral. Early diagnosis was higher from 2014 and lower in the North region than in the other regions. In the multiple analysis, the magnitude of RRa was similar to that of RRg. CONCLUSIONS Early identification of autism and other PDD has improved in Brazil, but it still represents about 30% of the diagnoses made. The variables included in the model were significant, but still explain little of the early diagnosis of children with autism and other PDD.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.22638698.v1（source: https://scielo.figshare.com/articles/dataset/Early_diagnosis_of_autism_and_other_developmental_disorders_Brazil_2013_2019/22638698）。