雪球抽样调查巴西内分泌科医生和外科医生对甲状腺微小癌主动监测治疗可行性的数据集

数据集获取（Figshare）

• 源站标题：Feasibility of a snowball sampling survey to study active surveillance for thyroid microcarcinoma treatment among endocrinologists and surgeons of Brazil
• DOI：10.6084/m9.figshare.21936628.v1
• 发布日期：2023-01-21
• 文件数：6 个
• 文件总体积：4.90 MB
• 源站页面：https://scielo.figshare.com/articles/dataset/Feasibility_of_a_snowball_sampling_survey_to_study_active_surveillance_for_thyroid_microcarcinoma_treatment_among_endocrinologists_and_surgeons_of_Brazil/21936628

命令行下载

curl -L -o "bd556fdf94e3eaa4e4b63c6fe198af49ceb79fb6.tif" "https://ndownloader.figshare.com/files/38913487"
curl -L -o "005477f757ea5652298f9691435199494d52f9d3.png" "https://ndownloader.figshare.com/files/38913490"
curl -L -o "cecc210ec0fcacb90a716d594447ab67f61724d2.jpg" "https://ndownloader.figshare.com/files/38913493"
curl -L -o "05f192c6dc5b28f46ba31f163481e19343612a2b.tif" "https://ndownloader.figshare.com/files/38913496"
curl -L -o "d6be0988666d9213ad8f0971a39472d6811d5b91.png" "https://ndownloader.figshare.com/files/38913499"
curl -L -o "6aabf35f065a8e78e71e4179ca0f237c658ce4eb.jpg" "https://ndownloader.figshare.com/files/38913502"

文件清单

• bd556fdf94e3eaa4e4b63c6fe198af49ceb79fb6.tif（737.62 KB）
• 005477f757ea5652298f9691435199494d52f9d3.png（63.23 KB）
• cecc210ec0fcacb90a716d594447ab67f61724d2.jpg（6.35 KB）
• 05f192c6dc5b28f46ba31f163481e19343612a2b.tif（3.20 MB）
• d6be0988666d9213ad8f0971a39472d6811d5b91.png（886.33 KB）
• 6aabf35f065a8e78e71e4179ca0f237c658ce4eb.jpg（4.07 KB）

文件总体积 4.90 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 Objectives: This study aims to investigate if a sampling method using virtual networks is feasible to survey AS adoption among this “hard-to-reach” population of Brazilian doctors. Methods: An online piloted 11-point structured survey questionnaire (designed using Googleforms®) probed the actual treatment patterns for adult patients with PTMCs, including treatment decision-making nonoperative options, was undertaken between 10 November and 30 November 2020. Participants were reached by the mobile phone Application (APP) and a snowball sampling strategy was used to recruit a total of 4783 members (maximum number of potential reach), which is the total of doctors of the all 21 social media WhatsApp® groups. Results: From a total of 4783 members (maximum number of potential reach), there were 657 (13.7%) doctors (actual reach) who clicked the web link of the questionnaire, out of whom 512 (10.7%) fully completed the online survey. Among the survey respondents, 361 were endocrinologists (70.5%) and 151 were surgeons (29.5%). Overall, for low-risk PTMCs in an elderly patient, 118 responders (23%) recommend AS, while 390 (76%) recommend immediate surgery as the management, including lobectomy (18.5%) and Total Thyroidectomy (58.2%). The present responders tended to recommend surgery for PTMCs that were located adjacent to the dorsal surface of the thyroid, were multiple, or raised the size during the follow-up. Conclusion: Using snowball sampling strategy as an innovative route to conduct surveys was feasible and applicable but the rate of response was still very low. Our data also suggests the need to investigate if AS is embraced by Brazilian doctors.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.21936628.v1（source: https://scielo.figshare.com/articles/dataset/Feasibility_of_a_snowball_sampling_survey_to_study_active_surveillance_for_thyroid_microcarcinoma_treatment_among_endocrinologists_and_surgeons_of_Brazil/21936628）。