Episode Details:
Our Guest: Kira Radinsky, CEO and CTO of Diagnostic Robotics
- Kira’s Background
- Overview of Diagnostic Robotics
- How does predictive, AI powered population health help providers and payers with chronic conditions management?
- What are some ways that we can reduce data bias to improve healthcare equity?
Watch
Listen
Read
Predictive AI and Population Health
One of the key topics Radinsky discusses is the potential of predictive AI in population health. By leveraging historical data, AI can predict patient deterioration and enable proactive interventions. This approach is particularly beneficial in managing chronic conditions and can lead to significant cost savings and a reduction in inpatient visits.
For instance, Radinsky mentions the development of a system to predict which patients with congestive heart failure will deteriorate. Such a system can help healthcare providers focus on high-risk patients and implement preventive care measures.
The Role of Robotics in Healthcare
Diagnostic Robotics is not just about AI; it’s also about the integration of robotics in healthcare. The company is working on building a system that produces decision support with diagnostics. This system can help create holistic patient views and improve the workflow of physicians or users by integrating different electronic medical record (EMR) systems.
Addressing Data Bias in Healthcare
Another crucial aspect Radinsky touches upon is the issue of data bias in healthcare. She highlights a case where an algorithm used by leading companies to predict which patients will be expensive consistently ranked the white population higher than the African American population. This bias was due to the algorithm being based on modeling costs, which incorrectly assumed that the African American population uses the healthcare system less.
To address such biases, Radinsky emphasizes the importance of developing algorithms that are causal rather than correlational. She also suggests that different populations should be ranked based on their prevalence in the population rather than their race.
The Future of Diagnostic Robotics
Looking ahead, Radinsky expresses excitement about the future of Diagnostic Robotics. The company is working with leading payers in the United States and reviewing millions of patients monthly. They are also looking forward to bringing their systems directly to physician groups and physicians in their actual care, thereby improving the overall healthcare system.
In conclusion, the conversation with Kira Radinsky offers valuable insights into the transformative power of AI and robotics in healthcare. It underscores the importance of predictive AI in managing chronic conditions, the role of robotics in healthcare, and the need to address data bias for improving healthcare equity.
WORD FROM OUR SPONSORS:
Our sponsors for this episode are Sage Growth Partners, FlipMD by GoodRX and Quantum Health
Sage Growth Partners accelerates commercial success for healthcare organizations through a singular focus on growth. The company helps its clients thrive amid the complexities of a rapidly changing marketplace with deep domain expertise and an integrated application of research, strategy, and marketing. For more information, please go to www.sage-growth.com & follow Sage Growth Partners on social media – @sagegrowthpartners
GoodRx is a company that operates a platform and mobile application providing information and discounts on prescription drugs. It was founded in 2011 with the aim of helping consumers save money on their medication costs. GoodRx acts as a bridge between consumers, pharmacies, and pharmaceutical companies.
The primary function of GoodRx is to aggregate and compare prices of prescription drugs from various pharmacies across the United States. They gather pricing information for both generic and brand-name medications, allowing users to find the most affordable options available to them. The platform provides users with details about drug prices, discounts, and savings opportunities at different pharmacies in their local area.
For more information, please go to https://www.goodrx.com/ & follow FlipMD on social media – @goodrx
Quantum Health is an award-winning consumer healthcare navigation company that delivers an unparalleled consumer experience based on empathy and trust, enabling employers to achieve industry-leading satisfaction rates and independently validated claim savings. Launched in 1999, Quantum Health’s model is based on years of consumer research and the insights learned from guiding millions of consumers and their providers through their healthcare journey. Visit: https://quantum-health.com/ and follow Quantum health on social media – @Quantum Health
To learn more about Diagnostics Robotics please use the links below:
Diagnostic Robotics LinkedIn – Diagnostic Robotics Website
Also, be sure to follow Slice of Healthcare on our social channels:
– Website – LinkedIn – Twitter – YouTube – Newsletter
