TOSA
This repository contains the source code related to our paper "Transformer-based Deep Learning Approach for Obstructive Sleep Apnea Detection Using Single-lead ECG", authored by Malak Abdullah Almarshad, Saad Al-Ahmadi, Md Saiful Islam, Adel Soudani, Ahmed S BaHammam. The code is designed to run on TensorFlow 2.10, exploiting GPUs.
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Transformer-based Deep Learning Approach for Obstructive Sleep Apnea Detection Using Single-lead ECG
This repository contains the source code related to our paper "Transformer-based Deep Learning Approach for Obstructive Sleep Apnea Detection Using Single-lead ECG", authored by Malak Abdullah Almarshad, Saad Al-Ahmadi, Saiful Islam, Adel Soudani, Ahmed S BaHammam. The code is designed to run on TensorFlow 2.10, exploiting GPUs.
The used dataset is OSASUD and can be downloaded from: https://figshare.com/collections/A_dataset_of_stroke_unit_recordings_for_the_detection_of_Obstructive_Sleep_Apnea_Syndrome/5630890
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