Nature

The impact of feature combinations on machine learning models for in-hospital mortality prediction

The growing volume of healthcare data presents opportunities for machine learning to improve treatment, uncover new patterns in data and predict patient outcomes. Selecting appropriate features for a ...
Nature

Impact of canny edge detection preprocessing on performance of machine learning models for Parkinson’s disease classification

Over one million people in the U.S. have Parkinson’s disease (PD), a number that is expected to rise to 1.2 million by 2030. This condition affects more than 10 million people globally, with ...