Clinical evaluation of autonomous, unsupervised planning integrated in MR-guided radiotherapy for prostate cancer.

Humans Magnetic Resonance Imaging / methods Male Prostatic Neoplasms / radiotherapy Radiotherapy Dosage Radiotherapy Planning, Computer-Assisted / methods Radiotherapy, Image-Guided / methods Retrospective Studies
Automatic segmentation Autonomous radiotherapy planning MR-Linac MR-guided-RT Particle swarm optimization

Journal

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology
ISSN: 1879-0887
Titre abrégé: Radiother Oncol
Pays: Ireland
ID NLM: 8407192

Informations de publication

Date de publication:
03 2022
Historique:
received: 15 10 2021
revised: 04 01 2022
accepted: 25 01 2022
pubmed: 9 2 2022
medline: 8 4 2022
entrez: 8 2 2022
Statut: ppublish

Résumé

This retrospective study aimed at clinical evaluation of autonomous radiotherapy planning for ten prostate cancer cases, including organ-at-risk/target contouring and treatment planning. Five experts scored the clinical acceptability of each step using a 4-level Likert-scale resulting in 78%, 66% and 90% acceptance. For 6/10 patients the entire workflow was considered acceptable.

Identifiants

DOI: 10.1016/j.radonc.2022.01.036 PMID: 35134447
pubmed: 35134447
pii: S0167-8140(22)00062-7
doi: 10.1016/j.radonc.2022.01.036
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

229-233

Informations de copyright

Copyright © 2022 The Authors. Published by Elsevier B.V. All rights reserved.

Déclaration de conflit d'intérêts

Conflicts of interest The Department of Radiation Oncology Tübingen receives within the frame of research agreements financial and technical support as well as sponsoring for travels and scientific symposia from Elekta AB (Stockholm, Sweden), TheraPanacea (Paris, France), Philips GmbH (Best, The Netherlands); Dr. Sennewald Medizintechnik GmbH (München, Germany), PTW Freiburg (Germany).

Auteurs

Luise A Künzel (LA)

Section for Biomedical Physic, Department of Radiation Oncology, University Hospital Tübingen, Germany.

Marcel Nachbar (M)

Section for Biomedical Physic, Department of Radiation Oncology, University Hospital Tübingen, Germany.

Markus Hagmüller (M)

Section for Biomedical Physic, Department of Radiation Oncology, University Hospital Tübingen, Germany.

Cihan Gani (C)

Department of Radiation Oncology, University Hospital Tübingen, Germany.

Simon Boeke (S)

Department of Radiation Oncology, University Hospital Tübingen, Germany.

Daniel Wegener (D)

Department of Radiation Oncology, University Hospital Tübingen, Germany.

Frank Paulsen (F)

Department of Radiation Oncology, University Hospital Tübingen, Germany.

Daniel Zips (D)

Department of Radiation Oncology, University Hospital Tübingen, Germany; German Cancer Consortium (DKTK), partner site Tübingen, and German Cancer Research Center (DKFZ), Heidelberg, Germany.

Daniela Thorwarth (D)

Section for Biomedical Physic, Department of Radiation Oncology, University Hospital Tübingen, Germany; German Cancer Consortium (DKTK), partner site Tübingen, and German Cancer Research Center (DKFZ), Heidelberg, Germany. Electronic address: Daniela.thorwarth@med.uni-tuebingen.de.

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Clinical evaluation of autonomous,...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Imagerie diagnostique › Tomographie › Imagerie par résonance magnétique › Clinical evaluation of autonomous,...
questionsmedicales.fr › Maladies urogénitales › Tumeurs de l'appareil urogénital › Tumeurs de l'appareil génital mâle › Tumeurs de la prostate › Clinical evaluation of autonomous,...
questionsmedicales.fr › Thérapeutique › Radiothérapie › Dosimétrie en radiothérapie › Clinical evaluation of autonomous,...
questionsmedicales.fr › Sciences de l'information › Informatique › Informatique médicale › Applications de l'informatique médicale › Prise de décision assistée par ordinateur › Thérapie assistée par ordinateur › Radiothérapie assistée par ordinateur › Planification de radiothérapie assistée par ordinateur › Clinical evaluation of autonomous,...
questionsmedicales.fr › Thérapeutique › Radiothérapie › Radiothérapie guidée par l'image › Clinical evaluation of autonomous,...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Caractéristiques des études épidémiologiques › Études épidémiologiques › Études de cohortes › Études rétrospectives › Clinical evaluation of autonomous,...