ASGE Annual Postgraduate Course: Clinical Challenges and Real-Time Decision Making in GI Endoscopy (Live and Virtual) | May 2023-Health Care and AI: State of the Art

Video Transcription

Video Summary

In this video, Scott Penberthy from Google Cloud CTO office discusses the use of artificial intelligence (AI) in healthcare. He explains how AI can be used to tackle the challenges in the healthcare industry, such as protecting sensitive data and reducing the burden of work. Scott highlights the concept of homomorphic encryption as a potential solution to data protection. He also explores the development of AI models, such as generative adversarial networks (GANs) and autoencoders, that can generate realistic images and data. Scott shares examples of image generation, including faces, and discusses how AI can be leveraged to synthesize healthcare data for research purposes. He emphasizes the potential of AI in population health, but mentions that it is not suitable for individual diagnosis. Scott concludes by highlighting the role of AI in advancing healthcare and bridging the gaps in data analysis and generation. <br /><br />(No credits were mentioned in the transcript)

Asset Subtitle

Scott Penberthy, PhD

Keywords

artificial intelligence

healthcare

data protection

generative adversarial networks

population health