# How AI Is Predicting Patient Deterioration Before Code Blue

Page: https://stenobird.com/podcast/healthtech-talks-with-fexingo-digital-health-telemedicine-and-medical-software-7871821/how-ai-is-predicting-patient-deterioration-before-code-blue
Text version: https://stenobird.com/podcast/healthtech-talks-with-fexingo-digital-health-telemedicine-and-medical-software-7871821/how-ai-is-predicting-patient-deterioration-before-code-blue.md
Podcast: [Healthtech Talks with Fexingo: Digital Health, Telemedicine, and Medical Software](https://stenobird.com/podcast/healthtech-talks-with-fexingo-digital-health-telemedicine-and-medical-software-7871821)
Published: 2026-06-22T08:03:09+00:00
Episode link: https://audio.fexingo.com/business/healthtech-talks/episode-0066.mp3
Audio file: https://audio.fexingo.com/business/healthtech-talks/episode-0066.mp3
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JSON: https://stenobird.com/v1/public/podcasts/healthtech-talks-with-fexingo-digital-health-telemedicine-and-medical-software-7871821/episodes/how-ai-is-predicting-patient-deterioration-before-code-blue
Duration seconds: 455

## Resource

In this episode of Healthtech Talks, Lucas and Luna explore how hospitals are using AI to predict patient deterioration hours before a code blue event. They focus on a real-world deployment at a 500-bed academic medical center where a machine learning model analyzes vital signs, lab results, and nursing notes in real time to generate an early warning score. Lucas breaks down how the system works, the data inputs it uses, and the impact on mortality rates — including a 25 percent reduction in unexpected cardiac arrests in the first year. Luna brings up the challenge of alert fatigue and how the system balances sensitivity with specificity. They also touch on the ethical considerations around end-of-life care decisions when an AI flags deterioration. The episode closes with a look at how this technology is spreading to community hospitals and what it means for the future of proactive versus reactive medicine. #AI #Healthcare #PatientDeterioration #EarlyWarningSystem #CodeBlue #MachineLearning #PredictiveAnalytics #HospitalTechnology #ClinicalDecisionSupport #VitalSigns #SepsisDetection #AlertFatigue #MortalityReduction #MedicalInformatics #HealthIT #Business #FexingoBusiness #BusinessPodcast Keep every episode free: buymeacoffee.com/fexingo

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