Developing, Verifying, and Validating IEC 62304 Compliant Code with MATLAB скачать в хорошем качестве

Developing, Verifying, and Validating IEC 62304 Compliant Code with MATLAB

Any algorithms built for safety-critical applications for medical devices require verification and validation (V&V).  Rigorous testing methods are useful not only to ensure the quality of the algorithms developed, but also to help generate the artifacts required by the FDA for IEC 62304 certification.  In this video, we'll use a case study from an AI-enabled wearable ECG monitoring device to present a V&V framework that can be applied to any algorithms built in MATLAB, and the incremental value that can be achieved to accelerate your time to market. Specific topics include: Introduction to systematic testing and the MATLAB test framework Establishing test-driven development workflows with interactive test authoring, execution, and management tools Measuring and optimizing code coverage Analyzing code quality and project-level health How to perform equivalence testing with generated C/C++ or deployed software components Tracking requirements and generating artifacts in support of certified workflows Automating MATLAB tests, artifact generation, and deployment in CI/CD systems, e.g. Azure DevOps Chapters: 00:00 – Introduction 01:20 – Why testing code earlier matters 03:33 – How to avoid redundant work code and testing 06:35 – What is MATLAB Test 10:44 – What is equivalence testing? 11:47 – Overview of IEC/ISO certification for mission-critical code 14:41 – MATLAB Test in action 19:35 – Managing requirements with the Requirements Editor 22:40 – Introduction to unit testing with MATLAB 28:53 – Managing unit test suites with MATLAB Test 34:19 – Uncovering edge cases with code coverage analysis 39:35 – How to test MATLAB and C++ code for equivalence 45:11 – Testing generated C++ code on NVIDIA Jetson boards 47:36 – Tracking changes and certification kits 49:50 – Takeaways from MATLAB Test demo 50:39 – Summary and conclusions -------------------------------------------------------------------------------------------------------- Get a free product trial: https://goo.gl/ZHFb5u Learn more about MATLAB: https://goo.gl/8QV7ZZ Learn more about Simulink: https://goo.gl/nqnbLe See what's new in MATLAB and Simulink: https://goo.gl/pgGtod © 2023 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc. See www.mathworks.com/trademarks for a list of additional trademarks. Other product or brand names may be trademarks or registered trademarks of their respective holders.