?? How CorticoMetrics Accelerated Neuroimage Processing and Streamlined FDA Approval with Our Expertise Neuroimaging is a critical tool in understanding the human brain, but processing MRI scan data efficiently and accurately has its challenges. CorticoMetrics, led by Co-Founder and CEO Nick Schmansky, faced significant hurdles with their neuroimage analysis software, ‘FreeSurfer’, which depended heavily on MATLAB. This dependency led to: ??Slow Runtime: MATLAB reliance caused prolonged processing times, hindering productivity. ??Complexity and Accessibility Issues: Extensive use of MATLAB made the software less accessible, especially for users with limited programming experience. ??Licensing Concerns: Potential violations due to proprietary MATLAB licensing posed risks for commercial use. The Solution ? Port MATLAB Code to Python: By rewriting the MATLAB components in Python, we significantly enhanced the software’s speed and performance. Python’s versatility and efficiency made ‘FreeSurfer’ more responsive and capable. ? Improve Accessibility: Transitioning to Python simplified the software, making it more user-friendly. This opened doors for a broader user base, including those less familiar with complex programming languages. ? Ensure Licensing Compliance: Eliminating MATLAB dependency mitigated licensing risks. The software became fully compatible with open-source licenses like MIT, BSD, or Apache 2.0, facilitating commercial usage without legal concerns. Our Work in Action ? Integration with MRI Machines and PACS Systems: We assisted in integrating ‘AutoRegister’ (an extension of ‘FreeSurfer’) with MRI scanners and hospital Picture Archiving and Communication Systems (PACS), streamlining deployment in clinical settings. ? On-Site Testing Support: Recognizing the challenges of scheduling MRI time, we equipped CorticoMetrics’ engineers with the tools and knowledge to make on-site software adjustments efficiently during limited testing windows. ? Machine Simulation Development: To alleviate dependency on physical MRI machines for testing, we developed an MRI emulator, allowing the team to simulate and test the software extensively without additional costs. ? Integrated Testing and Documentation: We delivered thorough testing protocols and documentation essential for FDA approval processes. Our contributions ensured that the software met regulatory standards and was prepared for a successful 510(k) submission. The Result Our collaboration expedited CorticoMetrics’ path to market. The software was not only rewritten and validated but also fortified with robust documentation and testing, positioning them on track to submit their first 510(k) application. Have you faced similar challenges with software efficiency or regulatory compliance in the medical field? Let’s connect and explore how we can help accelerate your projects. Feel free to share your thoughts or experiences in the comments below! #MedicalDevices #AI #FDA
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