# How AI Is Decoding Radiology Reports for Faster Treatment

Page: https://stenobird.com/podcast/healthtech-talks-with-fexingo-digital-health-telemedicine-and-medical-software-7871821/how-ai-is-decoding-radiology-reports-for-faster-treatment
Text version: https://stenobird.com/podcast/healthtech-talks-with-fexingo-digital-health-telemedicine-and-medical-software-7871821/how-ai-is-decoding-radiology-reports-for-faster-treatment.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: 2026-06-12T19:49:38+00:00
Episode link: https://audio.fexingo.com/business/healthtech-talks/episode-0047.mp3
Audio file: https://audio.fexingo.com/business/healthtech-talks/episode-0047.mp3
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Duration seconds: 639

## Resource

In this episode of Healthtech Talks, hosts Lucas and Luna explore how artificial intelligence is not just reading medical images but actually decoding the unstructured text in radiology reports to accelerate diagnosis and treatment. They examine the case of a major academic medical center that deployed natural language processing to extract critical findings like pulmonary embolisms and incidental cancers from free-text reports, reducing the time from scan to actionable result by 40 percent. The conversation covers how this AI triages urgent findings, integrates with electronic health records, and what it means for radiologists' workflows. Lucas and Luna also discuss the challenges of clinical natural language processing, including language variability, false positives, and integration with existing systems. A concrete look at a specific AI application that's already changing how hospitals communicate critical results. #AI #Radiology #NaturalLanguageProcessing #NLP #HealthTech #MedicalImaging #ClinicalWorkflow #PatientCare #DiagnosticAI #RadiologyReports #HospitalTech #ElectronicHealthRecords #EHR #PulmonaryEmbolism #IncidentalFindings #HealthIT #FexingoBusiness #BusinessPodcast Keep every episode free: buymeacoffee.com/fexingo

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