PitVis是MICCAI 2023 EndoVis框架下提出的五个子挑战赛之一。参赛者可以获得PitVis中内窥镜垂体手术视频的训练数据集,其中包含实时的手术步骤和器械标注。对未见过的测试数据的评估将通过Docker提交进行。测试数据不会向参赛者公开。需要注意的是,作者将原始视频数据分割为图像数据,并按8:2的比例随机划分为训练集和验证集,本文报告的图像统计数据反映的是划分后的数据。
内窥镜维度 | 2D |
模态 | endoscopy |
任务类型 | classification |
解剖结构 | 垂体 |
解剖区域 | 垂体 |
类别数 | 15 |
数据量 | 120024 |
文件格式 | PNG |
Dataset
|--- images
| |---train
| |---image1.png
| |---image2.png
| |---.......
| |---val
| |---image1.png
| |---image2.png
| |---.......
|—— train.txt
|—— val.txt
统计类型 | 间距 (mm) | 尺寸 |
---|---|---|
最小值 | - |
(720, 1280) |
中位值 | - |
(720, 1280) |
最大值 | - |
(720, 1280) |
@misc{stefanie_speidel_2023_8315050,
author = {Stefanie Speidel and
Lena Maier-Hein and
Danail Stoyanov and
Sebastian Bodenstedt and
Annika Reinke and
Sophia Bano and
Alexander Jenke and
Martin Wagner and
Marie Daum and
Ala Tabibian and
Adrito Das and
Yitong Zhang and
Francisco Vasconcelos and
Dimitris Psychogyios and
Danyal Z. Khan and
Hani J. Marcus and
Aneeq Zia and
Xi Liu and
Kiran Bhattacharyya and
Ziheng Wang and
Max Berniker and
Conor Perreault and
Anthony Jarc and
Anand Malpani and
Kimberly Glock and
Haozheng Xu and
Chi Xu and
Baoru Huang and
Stamatia Giannarou},
title = {Endoscopic Vision Challenge 2023},
month = sep,
year = 2023,
publisher = {Zenodo},
doi = {10.5281/zenodo.8315050},
url = {https://doi.org/10.5281/zenodo.8315050}
}