Turning Straw into Gold: Building Patient Journeys from Raw Medical Data
Data integration has been an enormous challenge in healthcare for decades. This session shows how recent advances across the AI ecosystem combine into a game changer: A solution that automatically converts large amounts of raw, multi-format, multi-modal, untrusted medical data into coherent longitudinal patient stories in an industry-standard format. This talk shows this John Snow Labs solution in action, including:
1. Building a unified view of each patient over time.
2. Building this unified patient view from multi-modal source data.
3. Reasoning at the patient level.
4. Predict risk scores and calculating clinical measures.
5. Explaining results with full traceability.
6. Building patient cohorts with natural language queries.
David Talby
CTO at John Snow Labs
David Talby is the Chief Technology Officer at John Snow Labs, helping companies apply artificial intelligence to solve real-world problems in healthcare and life science.
David is the creator of Spark NLP – the world’s most widely used natural language processing library in the enterprise. He has extensive experience building and running web-scale software platforms and teams – in startups, for Microsoft’s Bing in the US and Europe, and to scale Amazon’s financial systems in Seattle and the UK.
David holds a Ph.D. in Computer Science and Master’s degrees in both Computer Science and Business Administration. He was named USA CTO of the Year by the Global 100 Awards in 2022 and Game Changers Awards in 2023.
