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Medical Imaging Workflows in MATLAB

Medical imaging involves multiple sources such as MRI, CT, X-ray, ultrasound, and PET/SPECT. Engineers and scientists must visualize and analyze multidomain image data to extract clinically meaningful information. In this webinar, explore tools and algorithms that MATLAB® provides to support end-to-end medical imaging analysis and AI workflows, such as I/O, 3D visualization, segmentation, labeling, and analysis of medical image data. Learn how to import, visualize, preprocess, register, segment, and label medical image data, and train and use AI models on the data. Highlights In this webinar, you will learn through demonstrations how to: Access and visualize medical images in the Medical Image Labeler Interactively segment lung tissue Create a machine learning model to characterize tissue Explore segmenting with the MONAI Label platform Extract and characterize regions of interest Create DICOM volumes Use radiomics features to classify tumors as benign or cancerous Process (huge) whole-slide images Block-process arbitrarily large data Use a pretrained deep learning model (Cellpose) to segment cells Learn more: Get Started with Medical Imaging Toolbox: https://bit.ly/4aH2XwP Get Started with MONAI Label in Medical Image Labeler: https://bit.ly/4dYT5Bj Get Started with Radiomics: https://bit.ly/3V2tsqz Cellpose for Microscopy Segmentation: https://bit.ly/3Vlcghv Chapters: 00:00 Introduction 02:34 Medical Imaging Workflow and Capabilities: Importing, Visualization, Preprocessing, Registration, Segmentation and Labeling 10:29 Demo 1: Lung Visualization, Segmentation, Labeling and Quantification using Medical Image Labeler app and MONAI 20:26 What is Radiomics? 22: 30 Demo 2: Classifying Tumors Using Radiomics 29:20 Processing Large Images and What is Cellpose 31:30 Demo 3: Processing Microscopy Images Using Blocked Images and Cellpose 30:35 Medical Imaging Workflow and Capabilities: Apps, Analysis, Deployment, V&V 42:24 - Learn More -------------------------------------------------------------------------------------------------------- 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 © 2024 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.