Dataset Closed Access
Starke, Sebastian; Zwanenburg, Alex; Leger, Karoline; Lohaus, Fabian; Linge, Annett; Schreiber, Andreas; Kalinauskaite, Goda; Tinhofer, Inge; Guberina, Nika; Guberina, Maja; Balermpas, Panagiotis; von der Grün, Jens; Ganswindt, Ute; Belka, Claus; Peeken, Jan C.; Combs, Stephanie E.; Böke, Simon; Zips, Daniel; Richter, Christian; Troost, Esther Gera Cornelia; Krause, Mechthild; Baumann, Michael; Löck, Steffen
<?xml version='1.0' encoding='utf-8'?> <resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd"> <identifier identifierType="DOI">10.14278/rodare.2438</identifier> <creators> <creator> <creatorName>Starke, Sebastian</creatorName> <givenName>Sebastian</givenName> <familyName>Starke</familyName> <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5007-1868</nameIdentifier> </creator> <creator> <creatorName>Zwanenburg, Alex</creatorName> <givenName>Alex</givenName> <familyName>Zwanenburg</familyName> <affiliation>National Center for Tumor Diseases (NCT)</affiliation> </creator> <creator> <creatorName>Leger, Karoline</creatorName> <givenName>Karoline</givenName> <familyName>Leger</familyName> <affiliation>Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus</affiliation> </creator> <creator> <creatorName>Lohaus, Fabian</creatorName> <givenName>Fabian</givenName> <familyName>Lohaus</familyName> <affiliation>Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus</affiliation> </creator> <creator> <creatorName>Linge, Annett</creatorName> <givenName>Annett</givenName> <familyName>Linge</familyName> <affiliation>Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus</affiliation> </creator> <creator> <creatorName>Schreiber, Andreas</creatorName> <givenName>Andreas</givenName> <familyName>Schreiber</familyName> <affiliation>Department of Radiotherapy, Hospital Dresden-Friedrichstadt</affiliation> </creator> <creator> <creatorName>Kalinauskaite, Goda</creatorName> <givenName>Goda</givenName> <familyName>Kalinauskaite</familyName> <affiliation>Department of Radiooncology and Radiotherapy, Charité University Hospital</affiliation> </creator> <creator> <creatorName>Tinhofer, Inge</creatorName> <givenName>Inge</givenName> <familyName>Tinhofer</familyName> <affiliation>Department of Radiooncology and Radiotherapy, Charité University Hospital</affiliation> </creator> <creator> <creatorName>Guberina, Nika</creatorName> <givenName>Nika</givenName> <familyName>Guberina</familyName> <affiliation>Department of Radiotherapy, Medical Faculty, University of Duisburg-Essen</affiliation> </creator> <creator> <creatorName>Guberina, Maja</creatorName> <givenName>Maja</givenName> <familyName>Guberina</familyName> <affiliation>Department of Radiotherapy, Medical Faculty, University of Duisburg-Essen</affiliation> </creator> <creator> <creatorName>Balermpas, Panagiotis</creatorName> <givenName>Panagiotis</givenName> <familyName>Balermpas</familyName> <affiliation>Department of Radiotherapy and Oncology, Goethe-University Frankfurt</affiliation> </creator> <creator> <creatorName>von der Grün, Jens</creatorName> <givenName>Jens</givenName> <familyName>von der Grün</familyName> <affiliation>Department of Radiotherapy and Oncology, Goethe-University Frankfurt</affiliation> </creator> <creator> <creatorName>Ganswindt, Ute</creatorName> <givenName>Ute</givenName> <familyName>Ganswindt</familyName> <affiliation>Department of Radiation Oncology, Medical University of Innsbruck</affiliation> </creator> <creator> <creatorName>Belka, Claus</creatorName> <givenName>Claus</givenName> <familyName>Belka</familyName> <affiliation>Department of Radiation Oncology, Ludwig-Maximilians-Universität</affiliation> </creator> <creator> <creatorName>Peeken, Jan C.</creatorName> <givenName>Jan C.</givenName> <familyName>Peeken</familyName> <affiliation>Department of Radiation Oncology, Technische Universität München</affiliation> </creator> <creator> <creatorName>Combs, Stephanie E.</creatorName> <givenName>Stephanie E.</givenName> <familyName>Combs</familyName> <affiliation>Department of Radiation Oncology, Technische Universität München</affiliation> </creator> <creator> <creatorName>Böke, Simon</creatorName> <givenName>Simon</givenName> <familyName>Böke</familyName> <affiliation>Department of Radiation Oncology, Faculty of Medicine and University Hospital Tübingen</affiliation> </creator> <creator> <creatorName>Zips, Daniel</creatorName> <givenName>Daniel</givenName> <familyName>Zips</familyName> <affiliation>Department of Radiation Oncology, Faculty of Medicine and University Hospital Tübingen</affiliation> </creator> <creator> <creatorName>Richter, Christian</creatorName> <givenName>Christian</givenName> <familyName>Richter</familyName> <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-4261-4214</nameIdentifier> </creator> <creator> <creatorName>Troost, Esther Gera Cornelia</creatorName> <givenName>Esther Gera Cornelia</givenName> <familyName>Troost</familyName> <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9550-9050</nameIdentifier> </creator> <creator> <creatorName>Krause, Mechthild</creatorName> <givenName>Mechthild</givenName> <familyName>Krause</familyName> <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-1776-9556</nameIdentifier> </creator> <creator> <creatorName>Baumann, Michael</creatorName> <givenName>Michael</givenName> <familyName>Baumann</familyName> <affiliation>German Cancer Research Center (DKFZ)</affiliation> </creator> <creator> <creatorName>Löck, Steffen</creatorName> <givenName>Steffen</givenName> <familyName>Löck</familyName> <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7017-3738</nameIdentifier> </creator> </creators> <titles> <title>Data publication: Multitask learning with convolutional neural networks and vision transformers can improve outcome prediction for head and neck cancer patients</title> </titles> <publisher>Rodare</publisher> <publicationYear>2023</publicationYear> <subjects> <subject>survival analysis</subject> <subject>vision transformer</subject> <subject>convolutional neural network</subject> <subject>multitask learning</subject> <subject>tumor segmentation</subject> <subject>head and neck cancer</subject> <subject>Cox proportional hazards</subject> <subject>loco-regional control</subject> <subject>progression-free survival</subject> <subject>discrete-time survival models</subject> </subjects> <dates> <date dateType="Issued">2023-08-16</date> </dates> <language>en</language> <resourceType resourceTypeGeneral="Dataset"/> <alternateIdentifiers> <alternateIdentifier alternateIdentifierType="url">https://rodare.hzdr.de/record/2438</alternateIdentifier> </alternateIdentifiers> <relatedIdentifiers> <relatedIdentifier relatedIdentifierType="DOI" relationType="IsReferencedBy">10.3390/cancers15194897</relatedIdentifier> <relatedIdentifier relatedIdentifierType="URL" relationType="IsIdenticalTo">https://www.hzdr.de/publications/Publ-37408</relatedIdentifier> <relatedIdentifier relatedIdentifierType="URL" relationType="IsReferencedBy">https://www.hzdr.de/publications/Publ-37388</relatedIdentifier> <relatedIdentifier relatedIdentifierType="URL" relationType="IsReferencedBy">https://www.hzdr.de/publications/Publ-39339</relatedIdentifier> <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.14278/rodare.2437</relatedIdentifier> <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/oncoray</relatedIdentifier> <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://rodare.hzdr.de/communities/rodare</relatedIdentifier> </relatedIdentifiers> <rightsList> <rights rightsURI="info:eu-repo/semantics/closedAccess">Closed Access</rights> </rightsList> <descriptions> <description descriptionType="Abstract"><p>This dataset contains the model checkpoints, predictions and performance metrics for the multitask neural networks presented in the corresponding manuscript.</p></description> </descriptions> </resource>
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