{"podcast":{"title":"Data in Biotech","slug":"data-in-biotech-6628050","podcast_index_feed_id":6628050,"rss_url":"https://feed.pod.co/data-in-biotech","website_url":"https://www.corrdyn.com/","image_url":"https://images.pod.co/0up9NpIiXg38dg9ONujjEbhtOuwAOa32iObZVZ8ridQ/resize:fill:1500:1500/plain/artwork/9bd88ed6-6c74-4788-924c-56be77376f84/data-in-biotech.jpg","author":"CorrDyn","episode_count":77,"summary":"Data in Biotech is a fortnightly podcast exploring how companies leverage data to drive innovation in life sciences. Every two weeks, Ross Katz, Principal and Data Science Lead at CorrDyn, sits down with an expert from the world of biotechnology to understand how they use data science to solve technical challenges, streamline operations, and further innovation in their business. You can learn more about CorrDyn - an enterprise data specialist that enables excellent companies to make smarter strategic decisions - at www.corrdyn.com","last_synced_at":"2026-09-03T06:17:20.333193+00:00","page_url":"https://stenobird.com/podcast/data-in-biotech-6628050"},"episode":{"title":"The Patient is Not a Document: Foundation Models for Biomedical AI with Standard BioModel","slug":"the-patient-is-not-a-document-foundation-models-for-biomedical-ai-with-standard-biomodel","published_at":"2026-04-15T17:00:32+00:00","page_url":"https://stenobird.com/podcast/data-in-biotech-6628050/the-patient-is-not-a-document-foundation-models-for-biomedical-ai-with-standard-biomodel","show_page_url":"https://stenobird.com/podcast/data-in-biotech-6628050","url":"https://www.corrdyn.com/","audio_url":"https://downloads.pod.co/5fac40cd-043b-485f-838d-c63fa01ae1b2/b81bfb9d-8f95-4b2d-a458-6685726b9d55.mp3","summary":"In this episode of Data in Biotech, host Ross Katz sits down with Kevin Brown, co-founder of Standard BioModel, to explore one of the most ambitious projects in biomedical AI, building a multimodal foundation model that represents the full complexity of a patient across time. Drawing on a career spanning brain-computer interfaces, computer-aided diagnosis at Siemens Healthineers, and oncology data science at Bristol Myers Squibb, Kevin shares the scientific and philosophical journey that led him to a single conviction: a patient is not a document. Rather than reducing a patient to clinical notes, ICD-10 codes, or isolated test results, Standard BioModel's approach maps every available modality - CT imaging, digital pathology, genomics, EKGs, longitudinal EHR data - into a shared latent space, and models how that patient moves through time. The result is a framework designed not just for prediction, but for counterfactual reasoning, clinical trial matching, and personalized intervention, with open-source models already being validated across leading academic medical centers. What you’ll learn in this episode: >> Why reducing a patient to text - clinical notes, radiology reports, genomic assay summaries - and how mapping multimodal data into a shared latent embedding space preserves information that never makes it into the written record >> How Standard BioModel's temporal architecture models patients as trajectories through an abstract embedding space rather than static snapshots, enabling counterfactual reasoning about the likely impact of interventions on a patient's future health trajectory >> Why no single foundation model can own every clinical vertical and how building a highly generalizable base model that facilitates downstream fine-tuning is a…","meta_description":"In this episode of Data in Biotech, host Ross Katz sits down with Kevin Brown, co-founder of Standard BioModel, to explore one of the most ambitious proje…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2994,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/data-in-biotech-6628050/episodes/the-patient-is-not-a-document-foundation-models-for-biomedical-ai-with-standard-biomodel/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/data-in-biotech-6628050/the-patient-is-not-a-document-foundation-models-for-biomedical-ai-with-standard-biomodel.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}