Machine learning (ML) is the study of computer algorithms that improve automatically through experience. Deep learning (DL) is a machine learning method based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised.
ML and DL is applied in AvodahMed to take a patient’s history and population trends, in relation to the individual, to provide outcomes to guide doctor diagnosis. Machine learning aggregates a patient’s present and past data to provide information and insights about the patient, while deep learning increases the capability/capacity to do so.