The Future of AI in Healthcare with Amol Navathe, MD, PhD
Artificial intelligence (AI) and increased computing power have long held the promise of improving prediction and prognostication in health care.
Now, use of predictive analytics and AI in medicine, though with fits and starts, is transitioning from hype to reality: Several commercial algorithms have received regulatory approval for broad clinical use.
But the barrier for entry of new advanced algorithms has been low. To unlock the potential of advanced analytics while protecting patient safety, regulatory and professional bodies should ensure that advanced algorithms meet accepted standards of clinical benefit, just as they do for clinical therapeutics and predictive biomarkers.
External validation and prospective testing of advanced algorithms are clearly needed, but recent regulatory clearances raise concerns over the rigor of this process.
This is a snippet of just the introduction to our guest today's peer reviewed research paper on the regulation of predictive analytics in healthcare.
Today’s guest on The State of Healthcare, Dr. Amol Navathe, is an Assistant Professor of Health Policy and Medicine and a Senior Fellow at the Leonard Davis Institute for Health Economics at the University of Pennsylvania. Dr. Navathe is a practicing physician, health economist, and engineer.
Dr. Navathe’s expertise is focused in three core areas: (1) the impact of alternative payment models, particularly bundled payments, on the cost and quality of health care; (2) financial and non-financial incentive design, including applications of behavioral economics, to drive clinician practice change; and (3) predictive analytics and informatics to improve health care delivery
Each of which are spoken about in today's episode.
In this episode, we talk about…
• Where we are as an industry today when it comes to digital health
• The steps we need to take to take our predictive analytics to the next level
• Policy when it comes to creating an AI standard of care
• The different levels of and the specific uses for AI today in healthcare
• What Dr. Navathe is excited about when it comes to the future of healthcare
Follow Dr. Navathe on:
LinkedIn: https://www.linkedin.com/in/amol-s-navathe-6852a9/ [https://www.linkedin.com/in/amol-s-navathe-6852a9/]
Twitter: https://twitter.com/AmolNavathe [https://twitter.com/AmolNavathe]
Website: https://ldi.upenn.edu/expert/amol-navathe-md-phd [https://ldi.upenn.edu/expert/amol-navathe-md-phd]
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