Season 4: Episode #121

Podcast with Dr. Taha Kass-Hout, Director of Machine Learning and Chief Medical Officer, Amazon Web Services

"Machine learning paired with data interoperability can help uncover ways to enhance patient care, improve outcomes, and ultimately save lives."

paddy Hosted by Paddy Padmanabhan
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In this episode, Dr. Taha Kass-Hout discusses Amazon’s investments in AI and ML for the healthcare space. He also talks about their work with healthcare organizations across the globe in empowering healthcare and life science organizations to make sense of their health data with a purpose-built machine learning platform.

Taha talks at length about Amazon’s work with leading healthcare organizations and how the Amazon HealthLake platform enables the aggregation and analysis of large data sets. He also talks about the current state of AI and ML, the opportunity to analyze unstructured data, and the big gap in the acceptance of AI/ML due to issues such as algorithmic bias that must be addressed in applying AI/ML to healthcare. Take a listen.

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Show Notes

01:58Tell us about your role as the Director of Machine Learning and Chief Medical Officer at AWS
05:40What is the current state of AI and ML in healthcare?
11:02Tell us about your machine learning use cases.
15:16 From the Amazon HealthLake perspective, what is the state of the union of data landscape?
20:37Where do you think is a big gap in the acceptance of AL/ML and issues we need to consider as we start applying these tools in the healthcare context?
26:41 How do you support all the different healthcare bets Amazon is making - Amazon Care, Alexa Voice Service, HealthLake – through your machine learning capabilities?

About our guest

Taha Kass-Hout, MD, MS is Director of Machine Learning and Chief Medical Officer at Amazon Web Services, and leads our Health AI strategy and efforts, including Amazon Comprehend Medical and Amazon HealthLake. He works with teams at Amazon responsible for developing the science, technology, and scale for COVID-19 lab testing, including Amazon’s first FDA authorization for testing our associates—now offered to the public for at-home testing.

A physician and bioinformatician, Taha served two terms under President Obama, including the first Chief Health Informatics officer at the FDA. During this time as a public servant, he pioneered the use of emerging technologies and the cloud (the CDC’s electronic disease surveillance) and established widely accessible global data sharing platforms: the openFDA, which enabled researchers and the public to search and analyze adverse event data, and precisionFDA (part of the Presidential Precision Medicine initiative). Taha holds Doctor of Medicine and Master of Science in biostatistics degrees from the University of Texas and completed clinical training at Harvard Medical School’s Beth Israel Deaconess Medical Center.

About the host

Paddy is the co-author of Healthcare Digital Transformation – How Consumerism, Technology and Pandemic are Accelerating the Future (Taylor & Francis, Aug 2020), along with Edward W. Marx. Paddy is also the author of the best-selling book The Big Unlock – Harnessing Data and Growing Digital Health Businesses in a Value-based Care Era (Archway Publishing, 2017). He is the host of the highly subscribed The Big Unlock podcast on digital transformation in healthcare featuring C-level executives from the healthcare and technology sectors. He is widely published and has a by-lined column in CIO Magazine and other respected industry publications.

The Healthcare Digital Transformation Leader

Stay informed on the latest in digital health innovation and digital transformation.

The Healthcare Digital Transformation Leader

Stay informed on the latest in digital health innovation and digital transformation.

The Healthcare Digital Transformation Leader

Stay informed on the latest in digital health innovation and digital transformation.