乳突切除术表现评分

数据集获取（Figshare）

• 源站标题：Scores for mastoidectomy performances
• DOI：10.6084/m9.figshare.4909499.v1
• 发布日期：2017-04-26
• 文件数：3 个
• 文件总体积：92.16 KB
• 源站页面：https://figshare.com/articles/dataset/Scores_for_mastoidectomy_performances/4909499

命令行下载

curl -L -o "mastoid_test.csv" "https://ndownloader.figshare.com/files/8258291"
curl -L -o "metric_instructions.csv" "https://ndownloader.figshare.com/files/8260781"
curl -L -o "Data description.md" "https://ndownloader.figshare.com/files/8261249"

文件清单

• mastoid_test.csv（88.95 KB）
• metric_instructions.csv（1.42 KB）
• Data description.md（1.79 KB）

文件总体积 92.16 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

Data description

Attending surgeons and residents performed mastoidectomies using a virtual temporal bone surgery simulator developed at the Ohio Supercomputer Center. Those mastoidectomy performances were evaluated by attending surgeons using a instrument consisting of several binary questions. The mastoidectomy performance was played back for the raters using the software. Raters were blinded to the identity of the person who performed the surgery. There were two sets of ratings, trial 1 and trial 2. The text of the binary questions is in ‘‘metric_instructions.csv’’. The rating data is in ‘‘mastoid_test.csv’’.

This data was acquired under work supported by NIDCD, R01DC011321.

For questions, contact Thomas Kerwin, kerwin@osc.edu.

Column definitions

These are the descriptions for the columns in ‘‘mastoid_test.csv’’. I refer to the person who performed the virtual surgery as the ‘‘surgeon’’ and the person rating the performance as the ‘‘grader’’.

• site: the institution where the surgeon resides
• Duration: time in seconds that it took the grader to evaluate the performance
• grader: id of the grader
• drillingID: an id that is unique for each surgery
• PGY: This gives the post graduate year of the surgeon. “PGY1” means a person in their first year of residency. Attending surgeons have a value of “Expert”. “MS” is a medical student not yet graduated. “Fellow” refers to a fellow.
• rating: a subjective rating given by the graders for the overall quality of the surgery. Three values: Novice, Intermediate, Expert
• value: binary rating given for the specified rating item
• questionNum: rating item number
• userid: unique id for each surgeon
• trial: specifies if the grading was done using the first or second set of binary rating questions

许可

CC0

引用

学术使用请引用 DOI 10.6084/m9.figshare.4909499.v1（source: https://figshare.com/articles/dataset/Scores_for_mastoidectomy_performances/4909499）。