Empowering Healthcare With AI: The Impact Of Large-Scale Pretrained Models

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Authors: Professor Swati Bagade, Pallavi Patil, Vaishnvi Patil, Riya Sankpa, Harshwardhan Thorat

Abstract: Artificial Intelligence (AI) models, also known as foundation models, are advanced computer systems that can process huge amounts of data and have billions of settings to fine-tune their performance. Once trained, these models can handle a wide range of tasks with impressive accuracy. A well-known example is GPT, which has amazed people with its abilities and potential to impact different areas of life. In healthcare, AI models are changing the way medical research and diagnosis work. With the rise of deep learning, the amount of medical and biological data has grown significantly, providing new opportunities to develop AI systems that can improve healthcare.This paper explores the role of large AI models in medicine, discussing their background and how they are used. We focus on four key areas where AI can make a big difference:1)Bioinformatics 2)Medical Diagnosis 3)Medical informatics 4)Public Health.

 

 

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