Blood pressure estimation, from PPG signal, using machine learning algorithms

Echocardiographic aortic insufficiency detection using 3-dimensional convolutional neural network from apical 4-chamber views

Echocardiographic dataset creation and left ventricular hypertrophy detection using a weakly supervised residual neural network

Development of algorithms for the extraction and evaluation of Respiratory Rate from ECG and PPG signals

Analysis and development of A.I. based technologies for speaker recognition

Artificial Intelligence applied to 2d echocardiography for the early detection of myocardial infarction

Development of an artificial neural network for the prediction of respiratory wave and blood volume pulse signals using a facial video

Convolutional neural network for automatic detection of arrhythmias from ECG tracings

Design and development of a data augmentation tool to support the training of neural networks

NrPPG-NNET: an End to End Deep Learning Approach to Remote Heart Rate Estimation Through Spatial-Temporal Representation