AI to Improve Productivity at Work - Online-AI to Improve Productivity At Work

Video Transcription

Video Summary

This webcast, moderated by Teresa Boron from the Society of Critical Care Medicine, featured speakers Ankit Sekuja and Kaitlin Alexander who explored the principles and applications of AI in critical care and education. Sekuja, a Director of Clinical Informatics Research, began by explaining the fundamentals of AI, including machine learning, deep learning, and natural language processing (NLP). He detailed how AI is integrated into everyday life and its potential in healthcare settings, including supervised and unsupervised machine learning, and reinforcement learning for automating clinical processes. Sekuja also introduced deep learning concepts like recurrent neural networks and convolutional neural networks for medical imaging, as well as NLP and large language models like ChatGPT for interpreting human language. Following this, Kaitlin Alexander discussed integrating AI in education, emphasizing its role in enhancing learning efficiency, critical thinking, and preparing health learners for AI-driven environments. She introduced practical applications, including AI as a mentor for feedback, simulating patient interactions, and assisting in tasks like developing patient education materials. Both speakers agreed on the importance of teaching AI literacy to students and maintaining a balance to prevent over-reliance on AI while fostering critical evaluation skills.

Keywords

AI in critical care

machine learning

deep learning

natural language processing

healthcare automation

AI in education

AI literacy

medical imaging

ChatGPT

	Society of Critical Care Medicine 500 Midway Drive Mount Prospect, IL 60056 USA Phone: +1 847 827-6888 Fax: +1 847 439-7226 Email: support@sccm.org	Contact Us About SCCM Newsroom Advertising & Sponsorship DONATE	MySCCM LearnICU Patients & Families Surviving Sepsis Campaign Critical Care Societies Collaborative	GET OUR NEWSLETTER
© Society of Critical Care Medicine. All rights reserved. \| Privacy Statement \| Terms & Conditions The Society of Critical Care Medicine, SCCM, and Critical Care Congress are registered trademarks of the Society of Critical Care Medicine.