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First place solution for "medicine" topic in AI Challenge 2023
Speech to Text to Speech. Song now playing. Sends text as OSC messages to VRChat to display on avatar. (STTTS) (Speech to TTS) (VRC STT System) (VTuber TTS)
Remote heart rate detection through Eulerian magnification of face videos
ECG arrhythmia classification using a 2-D convolutional neural network
MIT-BIH ECG recognition using 1d CNN with TensorFlow2 and PyTorch
ECG Classification
1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.
Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".
Analyzing all my Quantified Self data
Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022, EMBC 2023].