Gastroenterology & Artificial Intelligence: 3rd Annual Global Artificial Intelligence Summit | September 2021-Computer Vision in Medicine: State of the Art

Video Transcription

Video Summary

In this video, Dr. Rahul Bhotekar, the Director of Computer Vision at Amazon Web Services, discusses the state of the art in computer vision and medicine. He introduces various AI and machine learning services offered by Amazon, specifically in the areas of computer vision and health AI. Dr. Bhotekar focuses on the concept of custom labels, which allows users to build their own deep learning models without requiring ML expertise. He also discusses the challenges of data labeling and proposes a method to reduce the burden by using feedback loops between the user and the model. Dr. Bhotekar further presents two services, Amazon Textract and Amazon Lookout for Vision, that utilize computer vision techniques for tasks such as optical character recognition and anomaly detection. He concludes by highlighting the potential of multimodal representations in healthcare and the democratization of AI.

Asset Subtitle

Rahul Bhotika, PhD

Keywords

computer vision

medicine

AI

custom labels

data labeling

anomaly detection