Deploying Drug Interaction Model as a Web Application | Beyond Excel: Enhancing Your Biomedical Data Analysis with MATLAB, Part 2 - MATLAB
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    Deploying Drug Interaction Model as a Web Application | Beyond Excel: Enhancing Your Biomedical Data Analysis with MATLAB, Part 2

    From the series: Beyond Excel: Enhancing Your Biomedical Data Analysis with MATLAB

    The second video in this series demonstrates how to create an app using App Designer. See how to get started using the various templates that are available. Watch the app building process from scratch and learn how to build such apps in MATLAB®.

    Published: 9 Apr 2021

    MATLAB offers a single integrated platform for your entire workflow. Today we imported an Excel spreadsheet, but we also offer interactive tools and hardware support packages, to make accessing data easy from other applications, databases, and scientific instruments. For analysis and development, additional capabilities include machine and deep learning, signal and image processing, biological sequence analysis, and simulation in both the time and frequency domains, just to name a few.

    And as we briefly saw earlier in each of these domains, MATLAB offers interactive tools and deep solutions to help jump-start your analysis and development. But you may have also noticed there are apps to help you share and deploy your work as well. There are two main pathways to do this, Application Deployment, like the web app we just compiled, and Automatic Code Generation.

    In both cases, you'd once again begin by developing models, algorithms, or applications in MATLAB. Which sharing pathway you choose then depends on the requirements of your system. Application deployment, allows you to create graphical user interfaces and software libraries that can be integrated with enterprise and cloud systems. With this option, the functionality of MATLAB is still effectively running behind the scenes but the end user does not require a MATLAB license.

    Automatic co-generation, on the other hand, allows you to run your analytics on embedded hardware such as a medical device or manufacturing line. In this case your MATLAB algorithms are converted to readable portable code in the language of your specified hardware, such as a real time target, FPGA, ACAC, PLC, or GPU. With deployment in mind, one question we often get asked is if MATLAB is validated by the FDA or other regulatory agencies.

    We've created a Q&A web page and Tool Validation Kit, to help guide you through this process. Here you'll also find a summary of the FDA MathWorks Research and Collaboration Agreement, as well as contact information if you have additional questions or need consulting help. Today's webinar gave you a quick introduction to what MATLAB has to offer. We saw how easy it is to get started with MATLAB. Thorough documentation with applicable examples, then you don't have to start coding from a blank page.

    You also have access to product and industry experts via technical support and application engineers, as well as an expansive user community via the MATLAB answers and File Exchange sites on our web page. We saw how apps can be used for interactive Algorithm Development, an automatic MATLAB code generation, which boost productivity and allow for rapid prototyping. Furthermore once you're ready to deploy your algorithms to embedded devices, hardware targeted code generation can be used to save time and reduce coding errors.

    You can get started today with our free self-paced Onramp tutorial. This online interactive tutorial uses hands-on exercises with automated assessments and feedback to teach you the essentials of MATLAB in just a couple of hours. From there you can build your skills with several other free self-paced Onramps with popular topics such as, deep learning, image processing, and control design with Simulink.

    If you'd like to dive deeper than Onramps, we also offer a wide variety of self-paced trainings and instructor led courses. These courses have typically been a mix of in-person online offerings, but this year we've expanded our instructor led online trainings, which have been very well received. These courses can also be customized to meet your specific needs.

    And when time is critical, we also have consulting services available around the world. Our consulting is very wide thoughts with the goal that your team owns and operates the resulting work. We customize services based on your needs to optimize your investment and ensure your success. Our consulting has helped many customers jump-start their projects by applying our proven best practices, deep product knowledge, and broad technical experience. You can learn more about our products and solutions on our website at mathworks.com. Thank you for your time and attention today.

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