ITK Advanced Course

The Insight Toolkit (ITK) has become a standard in academia and industry for medical image analysis. This course guides attendees on cutting-edge, advanced methods to utilize ITK in WebAssembly, apply deep learning methods, and extend the toolkit with custom methods through hands-on exercises explained by the toolkit’s authors.

Objectives

Learn how to build ITK WebAssembly processing pipeline and deploy them in language bindings
Learn how to use ITK to create end-to-end medical deep learning pipelines with MONAI
Learn how to extend the toolkit with models

Prerequisites

Basic modern C++ programming knowledge

Agenda

This course is approximately 8 hours, which can be divided into 2 sessions.

ITK-wasm and Python
Machine Learning and ITK
Deep Learning with MONAI and ITK

Create WebAssembly processing pipelines
WebAssembly language bindings
Extend the Toolkit with Modules