Artificial Intelligence and Machine Learning: The Impact of Machine Learning on Predictive Analytics in Healthcare

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) have revolutionized many industries, and healthcare is no exception. Predictive analytics, a branch of data analytics that uses ML algorithms to analyze current and historical data to make predictions about future events, has become increasingly important in healthcare for improving patient outcomes, reducing costs, and optimizing resource allocation. This paper explores the impact of machine learning on predictive analytics in healthcare, discussing its applications, benefits, challenges, and future directions.