************** Keynote Speaker N°5 ***************
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Pr. Khalid NASSIRI
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| Khalid Nassiri is an assistant professor at the Higher School of Technology, Mohamed Premier University, Oujda. He was a postdoctoral researcher in the Perception, Robotics, and Intelligent Machines (PRIME) research group in the Computer Science Department at Moncton University. He obtained his Master’s degree in Mathematical Modeling, Intelligent Systems, and Applications from the Faculty of Sciences in Agadir, Morocco, in 2007, and his PhD Thesis on the Stochastic Study of Distributed Mobile Networks in 2015 from the Faculty of Sciences and Technologies in Errachidia, Morocco. His research interests include machine/deep learning, natural language processing, and data analysis. | |
Title: Recent Advances in Large Language Models for Healthcare
Abstract: We will explore, in this presentation, recent advances in large language models (LLMs) and their potential across various sectors, with a particular focus on their use in healthcare. We will highlight how these models, such as GPT, Bloom, and LLaMA, equipped with billions of parameters, possess remarkable capabilities in language understanding and generation that could transform medical practices.
We will also address current trends in the medical datasets used to train these models, classifying them based on criteria such as size, source, and subject. We will discuss how LLMs could improve patient care, accelerate medical research, and optimize the efficiency of healthcare systems, particularly in the context of assisted diagnosis.
Finally, we will emphasize the technical and ethical challenges that must be overcome before these technologies can be widely adopted in the medical field. This presentation aims to provoke thought on the capabilities and limitations of new generations of linguistic models in such a crucial context as healthcare
