2023 ESTRO Physics workshop: Science in development
AI for the fully automated radiotherapy treatment chain
13-14 October 2023, Turin, Italy
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Chairs: Stine Korreman, Tomas Janssen, Charlotte Brouwer
A group of 31 people from 12 different countries met in Turin last October to explore various ways of supervising autopilot flight systems; or so it seemed (Figure 1). The workshop "AI for the fully automated radiotherapy treatment chain" featured two days of invited lectures, presentations by participants, brainstorming discussions in large and small circles, a live auto-planning challenge, concrete action points, pasta and plenty of Italian coffee.
The first question we set out to answer in this workshop was whether or not institutes are currently able to perform fully automated end-to-end treatment planning, from scan to treatment plan. A web-based automation challenge had been set up by the organisers a few months prior to the workshop. Planning CTs and corresponding treatment prescriptions were provided to participants, who were then asked to submit the corresponding structure sets, dose distributions and plans, generated with the least amount of manual intervention possible. Some of the challenge participants presented their solutions on the first day of the workshop. These ranged from artificial intelligence (AI)- to classic optimiser-based, and from fully research-based to combining clinically used tools. The answer to the question above was a resounding "yes, we can"; and because “seeing is believing”, participants had the opportunity to demonstrate, during the live challenge, how their automated pipelines could be applied to unseen cases.
The second question that inevitably arose was: what is keeping us from deploying full automation in clinical practice if we can get from a CT scan to a deliverable treatment plan with virtually no human input? This question served as a springboard for the workshop’s second major subject, which was the quality assurance (QA) of AI in the clinic.
The analogy with autopilot flight systems came up early in the debate and set the tone for the next two days. Inclusion of a human "pilot" to oversee the fully automated treatment planning pipeline seemed like a sensible idea. Where should this pilot then be placed? At the very end (after the plan is made), somewhere in the middle (after auto-contouring, before planning) or not at all? At first participants in the workshop were hesitant to embrace the idea that the pilot should be placed only at the very end of the process, but their perspectives were shifting by the end of the second day, with some even coming to the conclusion that “human intervention only makes things worse” (see Figure 2). A possible explanation for this change was one of the outcomes of the risk analysis exercise on the QA of a fully automated workflow, which showed that the most severe mistake that could happen was when a person initiated the wrong automation protocol!
This workshop laid the groundwork for multiple brainstorming sessions and probably raised more questions than it answered. However, a number of action points were developed in the form of working groups, to summarise the discussions and present concrete proposals. These are listed below.
- Reach a consensus on the content of “model fact sheets”: what information should AI providers disclose to customers about model training?
- Conduct a consensus risk analysis to identify problematic steps and mitigation strategies.
- Review and communicate what we can learn from aviation and other fields that involve the use of automated and manually supervised processes.
- Develop databases of images, consensus contours and plans.
- Write an article on the automation challenge, which should include a description of the participating approaches.
- Organise future editions of the automation challenge (participants expressed strong interest in keeping it going).
- Provide training/education through webinars and tutorials.
- Arrange funding for networking.
These groups have been meeting since the end of the workshop and we all look forward to their upcoming contributions to the community!
![Picture1.png Picture1.png](/getattachment/About/Newsroom/Newsletter/Physics/2023-ESTRO-Physics-workshop-AI-for-the-fully-autom/Picture1.png.aspx)
Figure 1 - Participants and organizers.
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) 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Rita Simões
Clinical scientist
Netherlands Cancer Institute
Amsterdam, the Netherlands
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