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Insights, guides, and engineering stories from the frontlines of healthcare technology.

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Wearable App Development for Healthcare: Add Apple Health, Garmin and Google Data Without Rebuilding
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BLOGOctober 8, 202614 min read

Wearable App Development for Healthcare: Add Apple Health, Garmin and Google Data Without Rebuilding

Adding Apple Health, Garmin or Oura to a care or RPM app? See the 4 ways wearable data arrives, 8 hidden risks and a vendor checklist.

WearablesRemote Patient MonitoringHealthcare Interoperability
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MedGemma vs Parrotlet on 288 Indian Lab Reports and Prescriptions: We Ran All Three Models
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BLOGOctober 8, 202610 min read

MedGemma vs Parrotlet on 288 Indian Lab Reports and Prescriptions: We Ran All Three Models

We ran MedGemma 1.5, MedGemma 4B and Eka's Parrotlet on 288 Indian lab reports and prescriptions. Accuracy, speed and GPU cost per 1,000 pages, measured.

AI & MLMedical LLMBenchmark
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FHIR Prior Authorization: Da Vinci PAS Workflow with SMART, CRD and DTR (2027)
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BLOGOctober 8, 202622 min read

FHIR Prior Authorization: Da Vinci PAS Workflow with SMART, CRD and DTR (2027)

FHIR prior authorization step by step: CRD hook, SMART DTR launch, PAS $submit, pended updates, real JSON and fixes from Inferno-passing PAS servers.

FHIRPrior AuthorizationCMS-0057-F
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PACS Integration: 4 Ways to Connect Your Product to Hospital Imaging (2026)
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BLOGOctober 7, 202611 min read

PACS Integration: 4 Ways to Connect Your Product to Hospital Imaging (2026)

How to integrate your product with a hospital PACS: DICOMweb, gateway, viewer launch or import. Watch it run on 62 real CT images, failures included.

InteroperabilityDICOMMedical Imaging
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Epic Integration for Skilled Nursing Facilities: EpicCare Link, PointClickCare, ADT and FHIR
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BLOGOctober 7, 202624 min read

Epic Integration for Skilled Nursing Facilities: EpicCare Link, PointClickCare, ADT and FHIR

How hospitals on Epic connect with skilled nursing facilities: EpicCare Link, PointClickCare, ADT alerts, FHIR, CMS rules, costs and a step-by-step plan.

EpicPost-Acute CareHL7 & FHIR
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FHIR Questionnaire: The Complete Guide (12 Use Cases, 15 Mistakes, SDC and Tools)
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BLOGOctober 5, 202622 min read

FHIR Questionnaire: The Complete Guide (12 Use Cases, 15 Mistakes, SDC and Tools)

FHIR Questionnaire and QuestionnaireResponse explained with JSON, SDC pre-fill, DTR prior auth, 10 edge cases, 15 mistakes and a tool comparison.

FHIRInteroperabilityPrior Authorization
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TEFCA Integration Guide: IAS Record Retrieval, QHINs and Patient Matching
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BLOGOctober 4, 202613 min read

TEFCA Integration Guide: IAS Record Retrieval, QHINs and Patient Matching

How TEFCA record retrieval works through QHINs and IAS, what drives integration cost, and 8 tests for patient matching and reconciliation before you buy.

HealthcareInteroperability
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Test Hospital Integrations Without PHI: What We Found in Synthea Data
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BLOGOctober 3, 202614 min read

Test Hospital Integrations Without PHI: What We Found in Synthea Data

How to test hospital integrations without PHI. We tested Synthea: real facility NPIs, 2,412 US Core errors, engines that accept bad HL7, and the fixes.

Synthetic DataIntegration TestingFHIR
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eClinicalWorks Telehealth Integration for Third-Party Apps: One Visit, End to End
BLOGOctober 2, 202622 min read

eClinicalWorks Telehealth Integration for Third-Party Apps: One Visit, End to End

Connect a third-party telehealth app to eClinicalWorks: healow booking, patient matching, chart reads, note write-back and recovery, step by step.

eClinicalWorksTelehealthEHR Integration
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