Improving health outcomes with data and AI - Dave DeCaprio, ClosedLoop.ai скачать в хорошем качестве

Improving health outcomes with data and AI - Dave DeCaprio, ClosedLoop.ai

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. The audio version is available everywhere you listen to podcasts. https://anchor.fm/forward-by-dawn/ 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:   / closedloop-ai   Twitter:   / closedloopai   Health Outcomes Challenge: https://www.cms.gov/newsroom/press-re... At Dawn, we invest in visionary leaders who move the world forward. Learn more at https://dawn-gv.com Contact us at forward@dawn-gv.com