Data publication: Multitask learning with convolutional neural networks and vision transformers can improve outcome prediction for head and neck cancer patients

2026-05-28T18:42:40Z https://rodare.hzdr.de/oai2d

oai:rodare.hzdr.de:2438 2024-08-12T08:07:27Z openaire_data user-rodare user-oncoray

true 3.1 HZDR.RODARE 10.14278/rodare.2438 Starke, Sebastian 0000-0001-5007-1868 Zwanenburg, Alex National Center for Tumor Diseases (NCT) Leger, Karoline Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus Lohaus, Fabian Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus Linge, Annett Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus Schreiber, Andreas Department of Radiotherapy, Hospital Dresden-Friedrichstadt Kalinauskaite, Goda Department of Radiooncology and Radiotherapy, Charité University Hospital Tinhofer, Inge Department of Radiooncology and Radiotherapy, Charité University Hospital Guberina, Nika Department of Radiotherapy, Medical Faculty, University of Duisburg-Essen Guberina, Maja Department of Radiotherapy, Medical Faculty, University of Duisburg-Essen Balermpas, Panagiotis Department of Radiotherapy and Oncology, Goethe-University Frankfurt von der Grün, Jens Department of Radiotherapy and Oncology, Goethe-University Frankfurt Ganswindt, Ute Department of Radiation Oncology, Medical University of Innsbruck Belka, Claus Department of Radiation Oncology, Ludwig-Maximilians-Universität Peeken, Jan C. Department of Radiation Oncology, Technische Universität München Combs, Stephanie E. Department of Radiation Oncology, Technische Universität München Böke, Simon Department of Radiation Oncology, Faculty of Medicine and University Hospital Tübingen Zips, Daniel Department of Radiation Oncology, Faculty of Medicine and University Hospital Tübingen Richter, Christian 0000-0003-4261-4214 Troost, Esther Gera Cornelia 0000-0001-9550-9050 Krause, Mechthild 0000-0003-1776-9556 Baumann, Michael German Cancer Research Center (DKFZ) Löck, Steffen 0000-0002-7017-3738 Data publication: Multitask learning with convolutional neural networks and vision transformers can improve outcome prediction for head and neck cancer patients Rodare 2023 survival analysis vision transformer convolutional neural network multitask learning tumor segmentation head and neck cancer Cox proportional hazards loco-regional control progression-free survival discrete-time survival models 2023-08-16 en https://rodare.hzdr.de/record/2438 10.3390/cancers15194897 https://www.hzdr.de/publications/Publ-37408 https://www.hzdr.de/publications/Publ-37388 https://www.hzdr.de/publications/Publ-39339 10.14278/rodare.2437 https://rodare.hzdr.de/communities/oncoray https://rodare.hzdr.de/communities/rodare Closed Access <p>This dataset contains the model checkpoints, predictions and performance metrics for the multitask neural networks presented in the corresponding manuscript.</p>