John Snow Labs

The Healthcare AI Podcast

Technology EN ↓ 7 episodes

Explore real-world applications of generative AI, large language models, and advanced NLP in The Applied AI Podcast. We dive into healthcare, finance, legal, life sciences, and more with expert interviews, practical case studies, and insights on open-source tools and frameworks. Discover how organizations deploy AI at scale, navigate ethical and technical challenges, and unlock transformative business value. Open and impactful discussions for AI professionals and enthusiasts.

Author

John Snow Labs

Episodes

Preventing AI Hallucinations in Healthcare: How Specialized LLMs can Transform Drug Safety 25.12.2025 40:36

AI in healthcare can save lives-or put them at risk. This episode explores guardrails, safety LLMs, regulation, and why generic AI controls fail in clinical settings. Timestamps: 00:00 Introduction 01:26 What are LLM guardrails and why do they matter in healthcare 02:36 Why AI hallucinations are dangerous in medical settings 03:47 Why people still use chatbots for medical advice 05:13 Why generic...

Mission-Critical Healthcare Systems with Eugene Sayan @Softheon | The Healthcare AI Podcast (Ep. 6) 18.11.2025 58:39

Eugene Ugur Sayan is the Founder, CEO and President of Softheon, a technology company that powers healthcare.gov and state ACA exchanges serving over 10 million Americans daily. Eugene filed a patent on intelligent software agents in 1998, long before anyone was discussing "agentic" workflows. Over the years, they built the Massachusetts Connector (America's first state health exchan...

A Survey of LLM-based Agents in Medicine: How far are we from Baymax? 24.09.2025 57:18

In this episode of The Healthcare AI Pod , we unpack the impact of LLM-based medical agents on modern medicine – from architecture and multi-agent design to regulation and real-world risks. Healthcare is facing a perfect storm: ageing populations, staff shortages, and rising costs. Can AI agents be the solution? We discuss insights from over 60 studies on medical LLMs, including key areas such as:...

The AI Governance Game-Changer: How to Create Bias-Free Healthcare Solutions? 14.08.2025 29:00

Can AI make healthcare feedback fairer and smarter? In Episode 4 of The Healthcare AI Podcast, Ben Webster (VP of AI Solutions at NLP Logix) and David Talby (CEO of John Snow Labs) dive into a game-changing approach to AI governance. Discover how LangTest tackles bias in processing 1.5M hospital feedback audio files annually, ensuring fair sentiment analysis and actionable insights. From eliminati...

First Steps with Model Context Protocol (MCP). Healthcare use-cases 05.08.2025 29:32

Dive into Episode 3 of the Healthcare AI Podcast, where Vishnu Vettrivel and Alex Thomas explore the growing world of Model Context Protocol (MCP) with a focus on Healthcare MCP (HMCP) from Innovaccer. This episode breaks down the essentials of MCP, from converting papers to N-Triples to deploying on Claude Desktop. Learn about resources, prompts, and tools that empower AI models, plus key securit...

De-Identification in Multimodal Medical Data (Text, PDF, DICOM) to stay HIPAA & GDPR Compliant 25.07.2025 15:15

Explore regulatory‑grade multimodal data de‑identification and tokenisation with Youssef Mellah, PhD, Senior Data Scientist at John Snow Labs and Srikanth Kumar Rana, Solutions Architect at Databricks. Learn how to remove, mask or transform PHI across clinical notes, tables, PDFs and DICOMs at scale, while meeting HIPAA, GDPR and CCPA standards — all without sacrificing analytical value. Timestamp...

AI Meets Healthcare: Evaluating LLMs on Medical Tasks 16.07.2025 46:33

Welcome to the first episode of The Healthcare AI Podcast, presented by John Snow Labs! Join John Snow Labs CEO David Talby and CTO Veysel Kocaman, as they crack open the future of medicine. They’ll reveal how state-of-the-art Healthcare AI is transforming the industry, directly comparing leading Frontier LLMs like OpenAI's GPT-4.5, Anthropic's Claude 3.7 Sonnet, and John Snow Labs’ Medica...