five

Gastrointestinal Cancer MSI MSS Prediction

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www.kaggle.com2020-04-09 更新2025-03-24 收录
下载链接:
https://www.kaggle.com/linjustin/train-val-test-tcga-coad-msi-mss
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资源简介:
### Context The original dataset can be found [here](https://www.kaggle.com/joangibert/tcga_coad_msi_mss_jpg). I split the dataset into train, val, and test using the `split_folders` package. Here is the [link](https://github.com/jfilter/split-folders) to the package. ### Content The dataset contains histological images for MSI vs MSS classification in gastrointestinal cancer. There are 192312 unique images split into train, val, and test sets. ### Acknowledgements Thank you Joan Gibert and Jakob Nikolas Kather for this data set. ### Inspiration I'm passionate about deep learning and its applications in medical imaging. I believe it is a great tool to aid pathologists and medical professionals.

{'Context': '原始数据集可在此处查阅[链接](https://www.kaggle.com/joangibert/tcga_coad_msi_mss_jpg)。本数据集已采用`split_folders`包划分为训练集、验证集和测试集。包的链接为[此处](https://github.com/jfilter/split-folders)。', 'Content': '本数据集汇聚了用于胃肠道癌中MSI与MSS分类的病理图像。共计192312张独特的图像,已分为训练集、验证集和测试集。', 'Acknowledgements': '对Joan Gibert和Jakob Nikolas Kather提供此数据集表示衷心的感谢。', 'Inspiration': '我对深度学习及其在医学影像领域的应用充满热情。我坚信,这将是辅助病理学家和医学专业人士的强大工具。'}
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