The Role of Machine Learning in Modern Medical Diagnostics: Potential and Challenges

Abstract

Medical care is a vital component of human life, closely linked to safeguarding health and treating diseases. In the article, the current situation of the integration of artificial intelligence and medical care is reviewed. This direction was chosen because contemporary artificial intelligence is undergoing rapid development, and the field of artificial intelligence has huge development potential and can be considered to assist doctors in medicine. During the research process, by classifying diseases, this study collected models or some existing research findings that have been developed by artificial intelligence for medical treatment in different disease fields in recent years and analyzed them to summarize the current combination of medical treatment and artificial intelligence. degree of development. In the study, it was found that there are still some hidden dangers in the combination of contemporary artificial intelligence and medical care, such as poor applicability, distribution differences, and easy leakage of patient privacy information. And collected some possible solutions to these problems.