AI Medical Imaging Analyst
An AI Medical Imaging Analyst bridges clinical radiology and machine learning, using deep learning models to detect, segment, and …
Skill Guide
The competency to interpret, apply, and ensure compliance with the distinct regulatory pathways and technical standards governing the development and market authorization of software used as, or within, a medical device across major global markets.
Scenario
You are presented with a concept for a mobile app that uses a phone's camera and algorithm to track moles for changes, providing a risk score but not a diagnosis.
Scenario
Your team is developing a SaMD with a high-risk (Class C) software module responsible for calculating a drug dosage recommendation.
Scenario
A SaMD on the EU market has a cybersecurity vulnerability discovered post-launch. A minor algorithm update is also planned to improve accuracy.
Primary source documents for compliance. Applied during design input, risk classification, and verification/validation planning to define mandatory requirements and acceptable practices.
Foundational frameworks for the overarching QMS and risk management process. IEC 62304 implementation is a subset of an ISO 13485-compliant QMS. ISO 14971 provides the methodology for risk analysis that feeds into software requirements.
Answer Strategy
Contrast the US 'predetermined change control plan' (PCCP) concept for adaptive algorithms with the EU's stricter pre-market clinical evaluation and ongoing performance monitoring. Highlight that FDA focuses on the analytical and clinical validation of the algorithm's output, while EU MDR emphasizes clinical performance and safety throughout the entire lifecycle under Annex XIV. Sample answer: 'The FDA SaMD framework is product-centric, using risk-based categorization to determine evidence needs and proposing PCCP for certain AI/ML updates. The EU MDR applies a more holistic, lifecycle-centric approach under ISO 13485, requiring a Clinical Evaluation Report (CER) with ongoing PMCF studies to demonstrate continuous conformity, irrespective of the update type.'
Answer Strategy
Tests the candidate's application of post-market surveillance, vigilance reporting, and QMS integration. A strong answer follows a structured process: 1) Containment & Investigation: Quarantine the issue, log in the CAPA system, and perform root cause analysis per ISO 13485. 2) Risk Assessment: Use ISO 14971 to evaluate if this constitutes a decrease in safety or performance. 3) Reporting: Determine if it meets the threshold for a Field Safety Corrective Action (FSCA) and a report to the Competent Authority via the EU MDR vigilance system (MEDDEV 2.12/2). 4) Corrective Action: Implement and validate the fix, update the risk management file and Technical File.
1 career found
Try a different search term.