AUTOMATED TREATMENT PLANNING BY DOSE PREDICTION AND ROBUST DOSE MIMICKING

A method (100) for generating a treatment plan specifying an irradiation of a patient, the method comprising: a dose inference stage (112), including using a model to infer a spatial dose from patient data; a dose mimicking stage (116), including executing a robust optimization process to generate a...

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Hauptverfasser:	Gruselius, Hanna, Fredriksson, Albin, Andersson, David, Holmström, Mats
Format:	Patent
Sprache:	eng ; fre ; ger
Schlagworte:	ELECTROTHERAPY HUMAN NECESSITIES HYGIENE MAGNETOTHERAPY MEDICAL OR VETERINARY SCIENCE RADIATION THERAPY ULTRASOUND THERAPY
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creator	Gruselius, Hanna Fredriksson, Albin Andersson, David Holmström, Mats
description	A method (100) for generating a treatment plan specifying an irradiation of a patient, the method comprising: a dose inference stage (112), including using a model to infer a spatial dose from patient data; a dose mimicking stage (116), including executing a robust optimization process to generate a deliverable treatment plan which is consistent with the inferred spatial dose, wherein the robust optimization considers a plurality of scenarios relating to patient data uncertainty.
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Fredriksson, Albin ; Andersson, David ; Holmström, Mats</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_EP4008399A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; fre ; ger</language><creationdate>2022</creationdate><topic>ELECTROTHERAPY</topic><topic>HUMAN NECESSITIES</topic><topic>HYGIENE</topic><topic>MAGNETOTHERAPY</topic><topic>MEDICAL OR VETERINARY SCIENCE</topic><topic>RADIATION THERAPY</topic><topic>ULTRASOUND THERAPY</topic><toplevel>online_resources</toplevel><creatorcontrib>Gruselius, Hanna</creatorcontrib><creatorcontrib>Fredriksson, Albin</creatorcontrib><creatorcontrib>Andersson, David</creatorcontrib><creatorcontrib>Holmström, Mats</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gruselius, Hanna</au><au>Fredriksson, Albin</au><au>Andersson, David</au><au>Holmström, Mats</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>AUTOMATED TREATMENT PLANNING BY DOSE PREDICTION AND ROBUST DOSE MIMICKING</title><date>2022-06-08</date><risdate>2022</risdate><abstract>A method (100) for generating a treatment plan specifying an irradiation of a patient, the method comprising: a dose inference stage (112), including using a model to infer a spatial dose from patient data; 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subjects	ELECTROTHERAPY HUMAN NECESSITIES HYGIENE MAGNETOTHERAPY MEDICAL OR VETERINARY SCIENCE RADIATION THERAPY ULTRASOUND THERAPY
title	AUTOMATED TREATMENT PLANNING BY DOSE PREDICTION AND ROBUST DOSE MIMICKING
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