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EGM_Analyzer

The application is designed for the analysis of electrograms using artificial intelligence. In particular, for segmenting the signal using neural network models and localizing myocardial activation points. The application has an option for data labeling and forming a dataset for training artificial intelligence models.

An example of an electrogram signal to test the program's functionality: https://disk.yandex.ru/d/R5e9RipCZiLzFg

Neural network model UNET++: https://disk.yandex.ru/d/jF1lG9ZMFrhxtg and https://disk.yandex.ru/d/gH1RfqIvW_N6aw

Link to the dataset used: https://disk.yandex.ru/d/CpPF5O6WaoASCA

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The application is designed for the analysis of electrograms using artificial intelligence. In particular, for segmenting the signal using neural network models and localizing myocardial activation points. The application has an option for data labeling and forming a dataset for training artificial intelligence models.

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