Health AI Central
Share:
Peer-Reviewed Publication
Radiother Oncol2024;200110513.November 1, 2024Journal Article

Fully automated radiotherapy treatment planning: A scan to plan challenge.

Mark J Gooding1, Shafak Aluwini2, Teresa Guerrero Urbano3, Yasmin McQuinlan4, Deborah Om5, Floor H E Staal6, Tanguy Perennec7, Sana Azzarouali8, Carlos E Cardenas9, Antony Carver10, Stine Sofia Korreman11, Jean-Emmanuel Bibault12
1Inpictura Ltd, 5 The Chambers, Vineyard, Abingdon OX14 3PX, United Kingdom; Division of Cancer Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, M20 4BX Manchester, United Kingdom. Electronic address: mark.gooding@inpicturamedica.com.
2Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. Electronic address: s.al-uwini@umcg.nl.
3Department of Clinical Oncology Guy's and St Thomas' NHS Foundation Trust School of Cancer and Pharmaceutical Sciences King's College London, London, United Kingdom. Electronic address: teresa.guerrerourbano@gstt.nhs.uk.
4Mirada Medical Ltd, Barclay House, 234 Botley Road OX2 0HP, United Kingdom. Electronic address: yasmin.mcquinlan@mirada-medical.com.
5Department of Medical Physics, Hôpital Européen Georges Pompidou, Université Paris Cité, 75015 Paris, France. Electronic address: deborah.om@aphp.fr.
6Department of Radiation Oncology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands. Electronic address: f.h.e.staal@umcg.nl.
7Département de radiothérapie, Institut de Cancérologie de l'Ouest, Nantes, France. Electronic address: tanguy.perennec@ico.unicancer.fr.
8Radiation Oncology, Amsterdam UMC location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands. Electronic address: s.azzarouali@amsterdamumc.nl.
9Department of Radiation Oncology, The University of Alabama at Birmingham, Birmingham, AL, USA. Electronic address: cecardenas@uabmc.edu.
10Department of Medical Physics, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom. Electronic address: antony.carver@uhb.nhs.uk.
11Department of Clinical Medicine, Aarhus University, 8000 Aarhus, Denmark; Danish Center for Particle Therapy, Aarhus University Hospital, 8200 Aarhus N, Denmark. Electronic address: stine.korreman@clin.au.dk.
12Department of Radiation Oncology, Hôpital Européen Georges-Pompidou, Université Paris Cité, 75015 Paris, France. Electronic address: jean-emmanuel.bibault@aphp.fr.
PubMed DOI

Abstract

BACKGROUND AND PURPOSE: Over the past decade, tools for automation of various sub-tasks in radiotherapy planning have been introduced, such as auto-contouring and auto-planning. The purpose of this study was to benchmark what degree of automation is possible. MATERIALS AND METHODS: A challenge to perform automated treatment planning for prostate and prostate bed radiotherapy was set up. Participa…

Create a free account to keep reading

Free members get 10 full research views every month across publications, clinical trials, FDA clearances, adverse events, and NIH grants. No credit card required.

Create Free AccountSign In

Want unlimited research access? See Pro plans

Data Accuracy Notice: Research intelligence on Health AI Central is aggregated from public sources (PubMed, ClinicalTrials.gov, FDA, NIH, CMS, and others) and refreshed nightly. Classifications and derived metrics are produced by automated methods described in our Methodology. We recommend verifying critical data points against the primary sources before making decisions.