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liver_cancer_classify

liver cancer classify model with DL(3D-Conv)
参加大数据医疗—肝癌影像AI诊断比赛,最高得分0.801

环境:
python 3.5以上
pytorch 1.0
opencv
pydicom
numpy
matplotlib
scipy

运行:
首先运行dcm2pic.py,分别修改对应的训练集和测试集路径以及其对应的保存路径
然后运行test_Conv3d_pic.py,注意修改训练数据和测试数据路径(保存为npy格式的路径)
训练模型:更改变量train_flag = True
预测模式:更改变量train_flag = False

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liver cancer classify model with DL(3D-Conv)

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  • Python 100.0%