Insights
Technology Insights
Notes on AI, healthcare technology, software delivery and the networks that hold it all together.
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AI in Medical Imaging: Where It Actually Helps Radiology
Where imaging AI earns its place in a radiology department: worklist triage, detection assists and quantification, and the integration, validation and monitoring work that decides whether it helps.
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PACS and DICOM in 2026: From Image Archive to Enterprise Imaging
Why the single-vendor PACS is giving way to enterprise imaging: vendor-neutral archives, DICOMweb, zero-footprint viewers, cloud storage and what a deconstructed PACS really involves.
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Connecting the EMR: HL7 v2, FHIR, and Where Imaging Fits
How orders, results and images move between the EMR and imaging systems today: HL7 v2 messaging, FHIR resources and SMART on FHIR apps, and what the Cures Act information blocking rules mean for integration.
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AI Code Review: A Second Reviewer on Every Pull Request
What an AI reviewer is good at, where it falls short, and how to wire one into pull requests as a gate without handing it the merge button.
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Segmenting the Smart Home: VLANs for IoT, Cameras and Guests
Why a flat home network is a risk once it holds dozens of smart devices, and how VLANs, firewall rules and discovery relays keep cameras, IoT gear and guests apart without breaking anything.
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