Shows
Out of the FHIR PodcastOut of the FHIR Podcast - Episode 5 - Joshua Kelly - Part 2🎙️ Out of the FHIR Podcast: Part 2 with Joshua Kelly – Highlights🚀 What’s Joshua Excited About?* Payer-to-Payer ExchangeA pivotal shift enabling payers to consume data—not just expose APIs—transforming how charts are transferred and reducing manual burden. Huge potential impact on chart chase inefficiencies and member onboarding.* FHIR-Specific AI Model Evaluations (FIRE Evals)Joshua outlines Flexpa's work on evaluating LLMs for FHIR tasks like:* Extracting structured data from FHIR resources* Generating FHIR bundles from text* Using reinforcement learning with verified rewards (not RLHF) to improve smaller, private models that outp...2025-07-1521 min
Out of the FHIR PodcastOut of the FHIR Episode 4 - Joshua Kelly - Part 1Episode 4: Unlocking Interoperability with Joshua KellyIn this episode, Gene Vestel sits down with Joshua Kelly, CTO of Flexpa, to unpack the complexities of healthcare interoperability. They discuss real-world challenges, cutting-edge strategies, and practical solutions for seamless data exchange across healthcare systems. Josh shares valuable perspectives on the future of interoperability, highlighting opportunities to transform patient care through technology and collaboration. We dive deep with Josh into why healthcare is so different from other industries and the critical role terminology plays in interoperability. Plus, we nerd out on issues around coding concepts and the misuse of value...2025-07-0919 min