MedTech & Clinical AI
Quantizing Edge AI Models for Medical Wearables
Learn how hardware engineers convert 16-bit weight matrices to INT8 in medical wearables while preserving vital signal fidelity and clinical thresholds.
Edge AI
MedTech & Clinical AI
How to certify edge AI cardiac monitors under EU MDR Annex IX
Follow this step-by-step guide to align edge AI cardiac monitors with EU MDR Annex IX technical file and conformity assessment requirements.
MedTech & Clinical AI
Encrypting Edge AI Telemetry for Remote Patient Monitors
Learn how to implement AES-256 encryption for securing edge AI medical device telemetry on low-power sensors without increasing inference latency.
MedTech & Clinical AI
Validating Edge AI Cardiac Monitors for EU MDR Compliance
Learn how to validate edge AI cardiac monitors for EU MDR compliance. Cover sensor drift, signal noise, performance testing, and bias mitigation.
MedTech & Clinical AI
Mitigating Bluetooth Interference in Edge AI Cardiac Monitors
Learn practical steps to reduce Bluetooth interference for edge AI cardiac monitors in busy hospital wards and keep telemetry data reliable.
MedTech & Clinical AI
Battery Optimization for Edge AI Wearables in Remote Monitoring
Learn how to optimize battery life for edge AI medical wearables by applying duty cycle adjustments, model quantization, and dynamic power scaling.
MedTech & Clinical AI
Local LLMs on Hospital Gateways for HIPAA-Compliant Parsing
Learn how deploying local LLMs on medical gateway devices parses unstructured clinical notes efficiently while maintaining strict HIPAA compliance.
MedTech & Clinical AI
Deploying Edge AI on Medical Gateway Devices
Learn safe methods for deploying edge AI on medical gateway devices without compromising hospital network security or violating regulatory compliance.
mintHealth
The autonomous procurement operating system for ambulatory surgical centers — built by Northhaven.