联邦学习ECG心电图诊断模型训练与预测
采用明文模型平均 Python
采用明文模型平均,模型结构和部分参考论文Automatic diagnosis of the 12-lead ECG using a deep neural network及其开源实现
项目地址
Scripts
-
train.py
: Script for training the neural network. To train the neural network run:
$ python train.py .\data\ .\data\
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predict.py
: Script for generating the neural network predictions on a given dataset.
$ python predict.py .\data\test_set\ .\final_model.hdf5
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generate_figures_and_tables.py
: Generate results.
$ python generate_results.py
References
2020
- Automatic diagnosis of the 12-lead ECG using a deep neural networkNature communications, 2020