The AI Governance Game-Changer: How to Create Bias-Free Healthcare Solutions? episode artwork

EPISODE · Aug 14, 2025 · 29 MIN

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

from The Healthcare AI Podcast · host John Snow Labs

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 eliminating gender bias in nurse vs. doctor feedback to building robust, ethical AI models, this episode is a must-watch for healthcare and AI innovators! Join the Conversation: What’s the biggest challenge in healthcare AI today? Comment below!Timestamps06:18 – Bias in patient-feedback NLP 07:13 – LangTest & synthetic debiasing 12:30 – Data contamination & custom benchmarks 15:19 – Robustness testing & augmentation 20:18 – Medical red-teaming & safety checks 23:44 – Clinical cognitive biases in LLMsListen on your favourite platform: • ⁠YouTube⁠: https://www.youtube.com/playlist?list=PL5zieHHAlvApZKkwtu746ivthRc5zyTiU• ⁠⁠Apple Podcast⁠⁠: https://podcasts.apple.com/us/podcast/the-healthcare-ai-podcast/id1827098175• ⁠⁠Spotify⁠⁠: https://open.spotify.com/show/2XNrQBeCY7OGql2jVhcP7t • Amazon Music⁠⁠: https://music.amazon.com/podcasts/5b1f49a6-dba8-479e-acdf-9deac2f8f60e/the-healthcare-ai-podcast Connect with us: Our website: https://www.johnsnowlabs.com/ LinkedIn: https://www.linkedin.com/company/johnsnowlabs/ Facebook: https://www.facebook.com/JohnSnowLabsInc/ X: https://x.com/JohnSnowLabs #AIinHealthcare #AIBias #EthicalAI #AIGovernance #NLP #HealthTech #PatientFeedback #HealthcareAI

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

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