Medical Imaging with Azure Machine Learning

Explore medical imaging applications using Azure Machine Learning in this 1-hour 19-minute webinar. Discover how AI enhances healthcare productivity, enables remote health screening, and facilitates early disease detection. Learn about computer vision demos for medical scenarios, covering topics such as data and model management, deployment, experiment tracking, and explainability. Gain insights into various data science approaches, from manual PyTorch model development to automated machine learning for images. Dive into the machine learning lifecycle, ML operations, and medical use cases through practical notebook experiences. Understand the Azure ML platform, experiment lifecycle, data labeling processes, and integration with health data platforms. Examine pneumonia detection techniques, data visualizations, and the potential of federated learning in medical imaging applications.