​The Role of AI/ML in Prediction Modeling

Review recent computing trends with artificial intelligence (AI), machine learning (ML), and natural language processing as they relate to research, education, and clinical practice in the intensive care unit. This webcast will explore how to appraise this technology, the pros and cons of AI, the potential for biased algorithms based on training data, appropriate critiques of AI/ML methods, and future methodologic advances.

Can't make the live event? Register anyway and receive a link to the recording.

Learning objectives: 

• Review strengths and limitations of traditional regression-based prediction modeling
• Discuss advantages and key concepts of assessing prediction modeling approaches based on machine learning
• Explore use cases of artificial intelligence algorithms for intensive care unit event prediction

This webcast is provided through SCCM’s Clinical Pharmacy and Pharmacology Section and Discovery, the Critical Care Research Network.