Dataset Open Access
Starke, Sebastian; Leger, Stefan; Zwanenburg, Alex; Leger, Karoline; Lohaus, Fabian; Linge, Annett; Schreiber, Andreas; Kalinauskaite, Goda; Tinhofer, Inge; Guberina, Nika; Guberina, Maja; Balermpas, Panagiotis; Grün, Jens von der; 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'?> <record xmlns="http://www.loc.gov/MARC21/slim"> <leader>00000nmm##2200000uu#4500</leader> <datafield tag="650" ind1="1" ind2="7"> <subfield code="a">cc-by</subfield> <subfield code="2">opendefinition.org</subfield> </datafield> <datafield tag="260" ind1=" " ind2=" "> <subfield code="c">2020-02-27</subfield> </datafield> <datafield tag="245" ind1=" " ind2=" "> <subfield code="a">2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma</subfield> </datafield> <controlfield tag="001">255</controlfield> <datafield tag="540" ind1=" " ind2=" "> <subfield code="u">https://creativecommons.org/licenses/by-nc/4.0/legalcode</subfield> <subfield code="a">Creative Commons Attribution Non Commercial 4.0 International</subfield> </datafield> <datafield tag="100" ind1=" " ind2=" "> <subfield code="a">Starke, Sebastian</subfield> <subfield code="u">Helmholtz-Zentrum Dresden - Rossendorf (HZDR)</subfield> </datafield> <datafield tag="542" ind1=" " ind2=" "> <subfield code="l">open</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">dataset</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">https://www.hzdr.de/publications/Publ-30759</subfield> <subfield code="i">isIdenticalTo</subfield> <subfield code="n">url</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">https://www.hzdr.de/publications/Publ-30750</subfield> <subfield code="i">isReferencedBy</subfield> <subfield code="n">url</subfield> </datafield> <datafield tag="773" ind1=" " ind2=" "> <subfield code="a">10.14278/rodare.254</subfield> <subfield code="i">isVersionOf</subfield> <subfield code="n">doi</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-health</subfield> </datafield> <datafield tag="980" ind1=" " ind2=" "> <subfield code="a">user-rodare</subfield> </datafield> <datafield tag="024" ind1=" " ind2=" "> <subfield code="a">10.14278/rodare.255</subfield> <subfield code="2">doi</subfield> </datafield> <datafield tag="909" ind1="C" ind2="O"> <subfield code="o">oai:rodare.hzdr.de:255</subfield> <subfield code="p">openaire_data</subfield> <subfield code="p">user-health</subfield> <subfield code="p">user-rodare</subfield> </datafield> <controlfield tag="005">20201030130240.0</controlfield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">convolutional neural networks</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Keras</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Deep learning</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">head and neck cancer</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">loco-regional-recurrence</subfield> </datafield> <datafield tag="653" ind1=" " ind2=" "> <subfield code="a">Cox proportional hazards</subfield> </datafield> <datafield tag="856" ind1="4" ind2=" "> <subfield code="s">118064894040</subfield> <subfield code="u">https://rodare.hzdr.de/record/255/files/analysis_output.zip</subfield> <subfield code="z">md5:6582c760d221af13f42e352eb8de92ce</subfield> </datafield> <datafield tag="520" ind1=" " ind2=" "> <subfield code="a"><p>These are the results from the analyses presented in a paper submitted to Scientific Reports.</p> <p>The zip file contains the trained model files and the plots that were used in the manuscript.</p> <p>Code for reproduction of our analyses can be obtained from https://github.com/oncoray/cnn-hnscc. There, you also find instructions on how to load our models.</p></subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Leger, Stefan</subfield> <subfield code="u">National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and; Helmholtz Association / Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Zwanenburg, Alex</subfield> <subfield code="u">National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany; Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany, and; Helmholtz Association / Helmholtz-Zentrum Dresden - Rossendorf (HZDR), Dresden, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Leger, Karoline</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Lohaus, Fabian</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Linge, Annett</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Schreiber, Andreas</subfield> <subfield code="u">Department of Radiotherapy, Hospital Dresden-Friedrichstadt, Dresden, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Kalinauskaite, Goda</subfield> <subfield code="u">Department of Radiooncology and Radiotherapy, Charité University Hospital, Berlin, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Tinhofer, Inge</subfield> <subfield code="u">Department of Radiooncology and Radiotherapy, Charité University Hospital, Berlin, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Guberina, Nika</subfield> <subfield code="u">Department of Radiotherapy, Medical Faculty, University of Duisburg-Essen, Essen, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Guberina, Maja</subfield> <subfield code="u">Department of Radiotherapy, Medical Faculty, University of Duisburg-Essen, Essen, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Balermpas, Panagiotis</subfield> <subfield code="u">Department of Radiotherapy and Oncology, Goethe-University Frankfurt, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Grün, Jens von der</subfield> <subfield code="u">Department of Radiotherapy and Oncology, Goethe-University Frankfurt, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Ganswindt, Ute</subfield> <subfield code="u">Department of Radiation Oncology, Ludwig-Maximilians-Universität, Munich, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Belka, Claus</subfield> <subfield code="u">Department of Radiation Oncology, Ludwig-Maximilians-Universität, Munich, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Peeken, Jan C.</subfield> <subfield code="u">Department of Radiation Oncology, Technische Universität München, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Combs, Stephanie E.</subfield> <subfield code="u">Department of Radiation Oncology, Technische Universität München, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Böke, Simon</subfield> <subfield code="u">Department of Radiation Oncology, Faculty of Medicine and University Hospital Tübingen, Eberhard Karls Universität Tübingen, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Zips, Daniel</subfield> <subfield code="u">Department of Radiation Oncology, Faculty of Medicine and University Hospital Tübingen, Eberhard Karls Universität Tübingen, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Richter, Christian</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> <subfield code="0">(orcid)0000-0003-4261-4214</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Troost, Esther Gera Cornelia</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> <subfield code="0">(orcid)0000-0001-9550-9050</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Krause, Mechthild</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> <subfield code="0">(orcid)0000-0003-1776-9556</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Baumann, Michael</subfield> <subfield code="u">German Cancer Research Center (DKFZ), Heidelberg, Germany</subfield> </datafield> <datafield tag="700" ind1=" " ind2=" "> <subfield code="a">Löck, Steffen</subfield> <subfield code="u">Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Germany</subfield> </datafield> </record>
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Data volume | 38.6 TB | 38.6 TB |
Unique views | 577 | 577 |
Unique downloads | 64 | 64 |