Machine Learning and Deep Learning Transforming Healthcare: An Extensive Exploration of Applications, Algorithms, and Prospects

The potential for machine learning and deep learning to revolutionize the healthcare industry is examined in this thorough survey study. These cutting-edge technologies have the potential to completely transform healthcare by providing accurate diagnoses, customizing drugs for each patient, and ultimately enhancing patient outcomes. The study offers a thorough investigation of a number of applications, such as clinical decision support systems, electronic health record analysis, illness diagnosis and prediction, personalized medicine, and drug development. In this article, we focus on the essential methodologies, obstacles, and opportunities related to the use of machine learning and deep learning in healthcare. This source aims to be a helpful resource for researchers, medical practitioners, and decision-makers who are looking to maximize the benefits of modern technologies to improve the provision of healthcare services. Additionally, we would like to contribute to a better and more effective healthcare environment by bridging the technology and healthcare barrier.