薄冰：I期睾丸精原细胞瘤患者监测采用障碍——美国放射肿瘤学家调查

数据集获取（Figshare）

• 源站标题：On thin ice: barriers to adoption of surveillance for patients with stage I testicular seminoma. Survey of US radiation oncologists
• DOI：10.6084/m9.figshare.6693401.v1
• 发布日期：2018-06-27
• 文件数：4 个
• 文件总体积：407.79 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/On_thin_ice_barriers_to_adoption_of_surveillance_for_patients_with_stage_I_testicular_seminoma_Survey_of_US_radiation_oncologists/6693401

命令行下载

curl -L -o "1677-5538-ibju-44-03-0452-gf01.jpg" "https://ndownloader.figshare.com/files/12221069"
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/12221072"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/12221075"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/12221087"

文件清单

• 1677-5538-ibju-44-03-0452-gf01.jpg（386.80 KB）
• Table_1.xls（9.73 KB）
• Table_2.xls（5.63 KB）
• Table_3.xls（5.63 KB）

文件总体积 407.79 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

ABSTRACT Purpose: Most men with stage I testicular seminoma are cured with surgery alone, which is a preferred strategy per national guidelines. The current pattern of practice among US radiation oncologists (ROs) is unknown. Materials and Methods: We surveyed practicing US ROs via an online questionnaire. Respondent’‘s characteristics, self-rated knowledge, perceived patient compliance rates with observation were analyzed for association with treatment recommendations. Results: We received 353 responses from ROs, of whom 23% considered themselves experts. A vast majority (84%) recommend observation as a default strategy, however this rate drops to 3% if the patient is believed to be noncompliant. 33% of respondents believe that survival is jeopardized in case of disease recurrence, and among these respondents only 5% support observation. 22% of respondents over-estimate the likelihood of noncompliance with observation to be in the 50-80% range. Responders with a higher perceived noncompliance rate are more likely to recommend adjuvant therapy (Fisher’'s exact p<0.01). Only 7% of respondents recommend observation for stage IS seminoma and 45% administer adjuvant RT in patients with elevated pre-orchiectomy alpha-fetal protein levels. Conclusions: Many US ROs over-estimate the likelihood that stage I testicular seminoma patients will be noncompliant with surveillance and incorrectly believe that overall survival is jeopardized if disease recurs on surveillance. Observation is quickly dismissed for patients who are not deemed to be compliant with observation, and is generally not accepted for patients with stage IS disease. There is clearly an opportunity for improved physician education on evidence-based management of stage I testicular seminoma.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.6693401.v1（source: https://scielo.figshare.com/articles/dataset/On_thin_ice_barriers_to_adoption_of_surveillance_for_patients_with_stage_I_testicular_seminoma_Survey_of_US_radiation_oncologists/6693401）。