We sat down with Dave DeCaprio to talk about predicting preventive interventions in healthcare, designing for explainability, bias and fairness, as well as building a domain-specific language to operate the platform, working on the human genome project and the forthcoming healthcare data revolution.
Dave is the CTO & Co-founder at ClosedLoop.ai. Purpose-built for healthcare, ClosedLoop is a data science platform built specifically and exclusively for healthcare that combines an intuitive automated machine learning platform with a comprehensive library of healthcare-specific features and model templates. Customers use ClosedLoop's Explainable AI to drive clinical excellence, operational efficiency, value-based contracts, and enhanced revenue.
Example applications include predicting unplanned hospital admissions, recommending palliative care, predicting total utilization/cost, preventing ED over-utilization, reducing out-of-network utilization, avoiding appointment no-shows, predicting chronic disease onset or progression, improving clinical documentation and reimbursement, and dozens more.
ClosedLoop raised $50M and is backed by Greycroft, .406, and Telstra Ventures among others.
Timestamps:
0:00 - Healthcare Data Science Platform
05:58 - Population health and other use cases powered by ClosedLoop
13:35 - Value-based care in the US
19:40 - AI systems powering ClosedLoop
28:20 - Designing for explainability
35:15 - Approaching bias and fairness
40:20 - Starting ClosedLopp
49:52 - How to think about your company mission and the team you bring in
53:17 - Convincing first customers and getting access to data, fundraising
1:00:54 - Winning an AI Health outcome challenge - the largest AI health competition ever sponsored
1:05:52 - Healthcare data revolution
Links:
Web: https://www.closedloop.ai/
Linkedin: https://www.linkedin.com/company/closedloop-ai/
Twitter: https://twitter.com/closedloopai
Health Outcomes Challenge: https://www.cms.gov/newsroom/press-releases/cms-selects-winner-and-runner-artificial-intelligence-health-outcomes-challenge
At forward we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com
Contact us at forward@dawnglobalventures.com
Popular Podcasts
Stuff You Should Know
If you've ever wanted to know about champagne, satanism, the Stonewall Uprising, chaos theory, LSD, El Nino, true crime and Rosa Parks, then look no further. Josh and Chuck have you covered.
Dateline NBC
Current and classic episodes, featuring compelling true-crime mysteries, powerful documentaries and in-depth investigations. Follow now to get the latest episodes of Dateline NBC completely free, or subscribe to Dateline Premium for ad-free listening and exclusive bonus content: DatelinePremium.com
Betrayal: Weekly
Betrayal Weekly is back for a brand new season. Every Thursday, Betrayal Weekly shares first-hand accounts of broken trust, shocking deceptions, and the trail of destruction they leave behind. Hosted by Andrea Gunning, this weekly ongoing series digs into real-life stories of betrayal and the aftermath. From stories of double lives to dark discoveries, these are cautionary tales and accounts of resilience against all odds. From the producers of the critically acclaimed Betrayal series, Betrayal Weekly drops new episodes every Thursday. Please join our Substack for additional exclusive content, curated book recommendations and community discussions. Sign up FREE by clicking this link Beyond Betrayal Substack. Join our community dedicated to truth, resilience and healing. Your voice matters! Be a part of our Betrayal journey on Substack. And make sure to check out Seasons 1-4 of Betrayal, along with Betrayal Weekly Season 1.