Computer Vision News - September 2022

46 MICCAI 2022 Tutorial existing training pipelines or perform end- end labeling, training, and deployment. In the tutorial, we will start with a short introduction to ProjectMONAI and provide a high-level overview of how MONAI is helping tackle the AI Project Lifecycle with its various projects—followed by a dive deep into the more technical features of MONAI. We will provide a hands-on walkthrough of the module components provided by MONAI Core and how they can integrate into existing workflows, including MONAI Components, MONAI Bundle and MONAI Model Zoo, Swin UNETR, AutoML, and Federated Learning APIs . We will then explore the inner workings and customizability of MONAI Label . We will explore how a continuous learning loop is integral to MONAI Label and how active learning plays a role in data selection. You will also learn how to create a custom MONAI Label sample application and understand how to integrate your workflow into MONAI Label. Last, we’ll cover MONAI Deploy , where you’ll learn how to build and run an AI Model while being aware of the AI Medical Project Lifecycle . You’ll get a short introduction to the MONAI Deploy