{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Hard Problems, Smart Solutions: The Newfire Podcast","title":"How Standards Drive Innovation","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/0511bd4c\"></iframe>","width":"100%","height":180,"duration":3002,"description":"In this episode of Hard Problems, Smart Solutions, host Will Crawford, Head of Advisory Services and CTO at Newfire Global Partners, converses with Dr. Paulo Pinho, a practicing physician and seasoned health informaticist. Dr. Pinho shares his diverse career journey, combining clinical practice, payer technology, and entrepreneurship. In this episode, you will gain insights into:Why interoperability remains elusive despite decades of effort (hint: legacy systems + fragmented incentives).How standards like SNOMED, LOINC, and ICD-10 evolved and why they often fall short for real-world care.What clinicians really need from AI tools (and why trust, not just tech, is key to adoption).How ambient listening and NLP are reshaping clinical documentation and enabling better decision-making.Why data equity matters and how biases in healthcare documentation can quietly undermine even the best machine learning models.Concrete examples of innovation: from COVID test standardization to fall risk modeling using multi-source data.00:00 Introduction to the Podcast00:18 Meet Dr. Paulo Pinho00:36 The Evolution of Healthcare Standards02:44 Challenges in Data Standardization06:32 Advances in Medical Knowledge12:23 AI in Healthcare: Opportunities and Challenges23:54 The Role of Coding Systems in Healthcare26:19 Success Stories in Healthcare Technology40:04 Equity and Access in Healthcare43:31 Advice for Clinicians and Non-Clinicians in Health IT48:35 Conclusion and Future Topics","thumbnail_url":"https://img.transistorcdn.com/UIMtnfUdPS_gnbX0eRsNjV_KsDBrs8zDqtMF_A-tZZg/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8yMGE5/OGY2NjQ0Yjg1OTVh/ZTEwMTgyNGYyN2Q4/OWZkZS5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}