Validation and commissioning of AI contouring tools
Green, Andrew
Green, Andrew
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Abstract
Abstract text
Artificial Intelligence (AI) has become ubiquitous in
modern life, and has inevitably found uses in the clinic.
The recent approval of several commercial tools for OAR
segmentation has accelerated the uptake of AI contouring
tools, and their validation, commissioning and ongoing QA
is now of great interest and importance.
In this lecture, we will explore the fundamental process by
which an AI contouring tool produces contours, and
investigate the implications on validation and
commissioning. We will compare the commissioning of an
AI tool to that of a standard registration-based tool with
which the community is already familiar and highlight
particular pitfalls specific to AI tools that may not have
been encountered when commissioning other tools. As a
concrete example, we will look at work done by colleagues
at The Christie Hospital, UK during their commissioning an AI contouring workflow.
Authors
Description
Date
2020
Publisher
Collections
Keywords
Type
Meetings and Proceedings
Citation
Green A. SP-0492: Validation and commissioning of AI contouring tools. Radiotherapy and Oncology . 2020 Nov;152:S277.