Today, there is a rich and sophisticated ecosystem for advanced image processing, ranging from complex computer vision techniques to AI/machine learning applications. MATLAB is a popular tool used by research and development engineers developing tomographic (MRI, CT, PT), ultrasound, intravascular, endoscopic imaging, and in-vitro diagnostic devices and technologies. It's used for various tasks, from analyzing, enhancing, and visualizing medical images to developing advanced imaging algorithms deployed on PCs, embedded systems, and the cloud.
This session explores the full spectrum of options between basic, pixel-level processing, and image preparation to be used on machine learning models in MATLAB for medical images.
Highlights
• New Apps in MATLAB for Medical Imaging: Introduction to apps and features to simplify image data exploration, processing, visualization, and algorithm development related to 3D images and semantic segmentation.
• Rapid Prototyping and Algorithm Development: In a full case study, learn to quickly develop complete image processing workflows and scale up easily to large datasets.
• Image Processing Algorithm Deployment: Introduction to deployment technologies that allow engineers to develop algorithms in MATLAB to generate efficient code for processors, FPGAs, and GPU, to deploy them on local clusters or the cloud.
• Computer Vision Topics in Medical: Applying advanced computer vision techniques in biomedical imaging problems for object detection, tracking, and feature extraction (for machine learning workflows).
Presenter(s):
Esperanza Linares Guerrero, Ph.D. - Customer Success Engineer, MathWorks
Registration link:
https://ucf.qualtrics.com/jfe/form/SV_9NBi6uu1yCyjrsW
Research Computing and Data Workshops Series
We are pleased to bring to the UCF Research community a series of workshops on scientific computing and research data management. These workshops are being jointly presented by UCF Libraries, UCF Graduate and Research IT, and UCF Advanced Research Computing Center (ARCC) and will feature some guest speakers from the broader research community. This series also includes Software and Data Carpentries workshops (http://carpentries.org) which have been made possible through the sponsorship of Office of Research.
Upcoming Workshops
For the complete line-up of upcoming Research Computing and Data Workshops, please visit: https://rci.research.ucf.edu/workshops
Register for this event.