clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images:首个临床等级的AI系统可用源码-源码

上传者: 42121086 | 上传时间: 2021-08-17 22:13:19 | 文件大小: 985KB | 文件类型: ZIP
全球首个临床级病理AI系统原始码及复现。 介绍: 官方Github : : 个人补充部分 数据集下载。自己申请的,可直接使用, 50G左右。下载,密码: i8fv 数据集准备。官方接口需要指定格式,参考code/README.md 。这里我自己写了一个脚本,见code/dataPrepare_for_CNN.py和code/dataPrepare_for_Rnn.py ,改一下相关路径就好。 训练及测试。将官方代码改成单机数据并行训练,加速训练,单GPU也无需更改代码。具体运行命令,参考code/README.md 具体代码运行流程 运行: code/dataPrepare_for_CNN.py ,生成MIL所需的数据 运行code/MIL_train.py和code/MIL_test.py (很慢) 运行: code/dataPrepare_for_Rnn.py ,生成RNN所需的数据

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