Autonomous Health Podcast - podcast cover

Autonomous Health Podcast

Welcome to the Autonomous Health Podcast, where we have conversations with academics, researchers, entrepreneurs and investors at the intersection of bringing AI and machine learning(ML) to healthcare and wellness.

About Your Host:
Anmol Madan is an entrepreneur, computer scientist, and executive who has been leading the digital health and AI revolution over the past two decades. Anmol has co-founded or held executive roles at multiple unicorns in the emerging field of digital healthcare; a field which has existed for less than two decades. His professional contributions in the field have received hundreds of millions of dollars in funding from leading VCs, and been featured in such media as CNBC, New York Times, Washington Post, and Wired Magazine. His scientific contributions have been published in dozens of scientific articles in leading computer science and digital health journals, and led to over 30 issued and pending US patents.
Anmol received a Ph.D. in machine learning applied to human behavior from the MIT Media Lab. In his spare time, he enjoys time with his family, which has recently meant changing a surprising number of diapers.

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Learn more at: https://www.autonomoushealth.com/
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Autonomous Health is...
Produced & Hosted by: Anmol Madan
Edited by: Rebecca Ahn

Disclaimer:
The Autonomous Health podcast is for general informational purposes only and does not constitute the practice of medicine or other professional health care services, including the giving of medical advice, and no doctor/patient relationship is formed. The use of information on this podcast or materials linked from this podcast is at the user’s own risk. The content of this podcast is not intended to be a substitute for professional medical advice, diagnosis, or treatment. Users should not disregard or delay in obtaining medical advice for any medical condition they may have and should seek the assistance of their health care professionals for any such conditions.

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Episodes

Skin Cancer and Melanoma - Did Machine Vision Lose?

In this episode, we talk to Cody Simmons, CEO at DermaSensor. DermaSensor achieved internet-fame in late Jan 2024, when it received FDA clearance for its approach using non-invasive spectroscopy for skin cancer and melanoma detection. According to Cody, there have been hundreds of researchers in both academia and industry, with the first research papers in the late 1980s. So why go after a novel hardware centric-approach? Hasn’t #machinevision already solved this? Not so fast. There is not a sin...

Feb 13, 202431 minSeason 1Ep. 14

An Architect’s View on Putting Healthcare AI to Work

In this episode, we speak to Bagirathi Narayanan, Chief Architect at Teladoc Health. Bagirathi talks about her journey as an enterprise software architect in the finance-tech world, and what made her come to healthcare. While both are heavily regulated and have similar technology challenges; the complexity of the ecosystem in healthcare is remarkably high. Bagirathi talks about how these industries approached the cloud-first and mobile-first transformation; and what lessons apply to being an AI-...

Jan 16, 202435 minSeason 1Ep. 13

Misinformation and Trust in the Healthcare AI Era

In this episode, we talk to Dr. Geeta Nayyar, healthcare executive and author. Dr. Nayyer joins us to talk about her recent WSJ bestseller, Dead Wrong, and the role of technology in misinformation. Dr. Nayyar picks up the conversation talking about her personal experiences with mis-information in healthcare; and what drives people to question the incentives of a healthcare provider - be it the AIDS epidemic, or the recent COVID pandemic. Poor access to information not only lets patients down; bu...

Dec 12, 202326 minSeason 1Ep. 12

Bringing Personalization to Health Plans

In this episode, we speak to Dr. Arta Bakshandeh, Chief Medical Informatics Officer of Alignment Health. Dr. Bakshandeh talks about his journey as a physician, seeing the power of machine learning and AI, and its impact on health plan members. Alignment Health, a consumer brand name of Alignment Healthcare (NASDAQ: ALHC), offers benefit-rich Medicare Advantage plans across 6 states, designed around the idea of driving more personalized healthcare for seniors. We talk about the change in thinking...

Nov 28, 202334 minSeason 1Ep. 11

Health Equity Implications in the New Age of AI

Health equity has been an important discussion in the last several years in the healthcare community. In this episode, we go deeper into the challenges in health equity with Stefany Goradia. We begin by talking about the current state of health inequity in the US healthcare system in both access to care, and clinical outcomes. We talk about how health equity is complementary to social determinants of health. Stefany provides examples of these that we see everyday in the US healthcare system, fro...

Nov 07, 202336 minSeason 1Ep. 10

AI in Inpatient and Home Care: Mike & Jon from Inspiren

What are the opportunities for AI in inpatient and home care? In this episode, we talk to Mike Wang and Jon Gips from Inspiren, whose AUGi platform leverages machine vision and AI to help nurses and providers be more productive with data, and detect and reduce harm. Nurses play such an important role in healthcare. Mike and Jon dive into the challenges in nursing today – specifically the burden and obstacles in current hospital settings. For context, a 2023 McKinsey study reported that 40% of nu...

Oct 17, 202336 minSeason 1Ep. 9

Our Autonomous Health Mini-State of the Union

AI innovation is moving at a breakneck pace, and we’re just starting to understand the applications and impact on healthcare. In this episode, we take a moment to reflect on the need and broader vision for the autonomous health conversation. Our host, Anmol Madan, talks about the building blocks of making this vision real - both on the technology front (e.g. new types of data/signals, advances in recent models, and the impact they have on the care experience), and also the social elements (e.g. ...

Oct 03, 202319 minSeason 1Ep. 8

What AI Can Solve in Behavioral Health and What It Can’t

In this episode, we speak to a luminary in the field of mental health. Dr. Tom Insel is the executive chair at Vanna Health, former executive at Verily, and former director of the National Institute of Mental Health. Dr. Insel begins by putting the current AI revolution in context, calling this the fourth wave of mental health innovation – the previous waves being pharmaceuticals, followed by genomic advances, and (most recently) digital mental health technology innovations. According to Tom, th...

Sep 12, 202331 minSeason 1Ep. 7

Building High-Performing AI Teams in Healthcare

Most of our guests at our Autonomous Health Podcast talk about novel insights about data, AI models, and applications. But in this episode, we’re going down a different path – learning about building high-performance AI teams in healthcare. Have you wanted to build a high-performing AI team? Are you thinking about roles in the field? In this episode, we speak to Peg Olson and Abbie Turek, experienced recruiters who have been building technology and executive teams in this space for over three de...

Aug 29, 202335 minSeason 1Ep. 6

Sleep as a Competitive Advantage: Insights from Pilots and Astronauts Applied to Everyday Life

This episode of Autonomous Health takes a longer-term look at the future of sleep. What can we learn about sleep in extreme environments from astronauts, military pilots, and oil rig workers? Our guest this episode is Dr. Cassie Hilditch, a scientist in the field of sleep countermeasures. Sleep countermeasures, in simple terms, is discovering approaches to maximize the benefits of sleep in a continuous operating environment, such as military applications. In this episode, we discuss the role of ...

Aug 15, 202335 minSeason 1Ep. 5

How CGMs Are Evolving What We Know About Blood Glucose in Metabolic Disease and Everyday Life

Continuous Glucose Monitors (CGMs) were first approved by the FDA nearly 25 years ago, but have seen widespread adoption in the last decade with popular CGM models from leading companies such as Dexcom and Abott. This has also led to discovering the everyday health insights that CGMs can inform beyond diabetes management. In this episode, we speak to data scientists RJ Elllis, PhD and Robbie Capps, PhD who have gone deep into understanding metabolic patterns in CGM data. RJ and Robbie talk about...

Jul 25, 202335 minSeason 1Ep. 4

LLMs and Healthcare Applications: Where Things Are & Lessons from Building Conversational Applications at Scale

Welcome back to the Autonomous Health podcast. AI conversational agents and natural language have existed well before the recent advances in large-language-models (LLMs). In this episode, we talk to John O’Donovan, PhD. John is a machine learning and AI innovator who serves as a research scientist at UC Santa Barbara and has authored 100+ scientific publications. He also leads AI teams at Teladoc Health. John has been working on conversational agents for the last several years, and has built and...

Jul 11, 202333 minSeason 1Ep. 3

Qualified Consumer Wellness and Sleep: Hearing the Rise Science Story

Welcome back to the Autonomous Health podcast. Good sleep plays a pivotal role in mood, brain functioning, limiting stress, and overall health, including the management of chronic conditions. Yet over the past few decades, mobile devices and lifestyle changes have also adversely impacted good sleep. In this episode, we talk with Jeff Kahn and Leon Sasson, co-founders of Rise Sleep Science. Rise sleep is a leading health and wellness app globally, helping people better track and manage their slee...

Jun 27, 202337 minSeason 1Ep. 2

What LLM AI Applications Can Learn About Risk & Safety from the Last Decade of Autonomous Vehicles (Self-Driving Cars)

Welcome to Season 1 of the Autonomous Health podcast. The last six months have seen tremendous progress of generative AI, much of it in large language models like chat-GPT. But there are numerous questions about the risks of these AI applications. Recently, in a scene right out of science fiction, Open AI CEO Sam Altman met with the US Senate and made a compelling case for regulatory oversight of AI. The Center of AI Safety just published a statement of risk saying that AI could have extinction-...

Jun 14, 202334 minSeason 1Ep. 1
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