NexaMedTech

MedTech Insights

Clinical research notes, regulatory guidance, and engineering deep dives from the NexaMedTech team.

About MedTech Insights

We publish practitioner notes from clinical engineers and regulatory scientists working on real diagnostics, biosensors, and connected care. Expect plain-language explainers, checklists you can use tomorrow, and deep dives that respect nuance.

Popular themes include ISO 14971 risk thinking, 10993 biological evaluation, SaMD evidence and model validation, manufacturability at small scale, and the unglamorous plumbing that keeps PHI safe.

About our MedTech insights

We publish practical notes for teams building diagnostics, wearable biosensors, and AI‑health systems. Each article is written by clinical engineers who ship regulated software and devices, with enough detail that a reviewer can reproduce the claims. We focus on methods, data provenance, and the trade‑offs behind design choices rather than hype cycles.

Topics span study design and validation, interoperability, privacy and compliance, and manufacturability for connected care. When AI models appear, we discuss how to benchmark them against classical baselines and how to present results a clinical reviewer can audit. Our goal is a shared playbook the field can reuse.

If you want us to cover a specific question, or you are working through a tricky regulatory or engineering decision, contact our team. We are happy to help.

Featured insights

RegulatoryOct 6, 2026

How to score CAPA priority in a QMS

Triage device complaints with severity, occurrence, and detectability, then match the band to ISO 13485 CAPA actions without treating RPN as a requirement.

8 min readRead
StatisticsOct 6, 2026

How to calculate Cohen's d and Hedges' g

Compute Cohen's d and Hedges' g from two group means and SDs, or one-sample d, and read the conventional bands without treating them as a clinical rule.

8 min readRead
Connected CareOct 6, 2026

How to check FHIR JSON payloads

Confirm a device or study payload is JSON with a FHIR resourceType, walk a Patient example, and know when you still need the official HL7 FHIR validator.

8 min readRead
QMS & GxPSep 10, 2026

Real-Time GxP Monitoring with Agentic AI

Revolutionize GxP monitoring with Agentic AI. Learn how real-time insights and proactive systems enhance medical device quality, compliance, and patient safety.

13 min readRead
Device Software CI/CDSep 8, 2026

Securing CI/CD for Medical Device Software

Robust DevOps strategies for securing CI/CD pipelines in medical device software. Ensure regulatory compliance, patient safety, and integrity with FDA, ISO.

11 min readRead
Device Software CI/CDSep 6, 2026

GxP-Compliant DevOps for Healthcare Software

Master automated healthcare software releases with DevOps and GxP compliance. Learn best practices for FDA 21 CFR Part 820, ISO 13485, HIPAA, and IEC 62304.

11 min readRead
QMS & GxPAug 13, 2026

Automated GxP Audits with Agentic AI

Leverage Agentic AI for continuous GxP compliance monitoring. This guide covers frameworks for FDA 21 CFR 820, ISO 13485, HIPAA, IEC 62304.

11 min readRead
QMS & GxPAug 11, 2026

ISO 13485 Audit Prep with Agentic AI

Learn how Agentic AI reduces ISO 13485 audit preparation time for medical device software, boosting compliance and operational efficiency.

12 min readRead