Georgios Kaissis:
ORCID: http://orcid.org/0000-0001-8382-8062
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole:
MethodologyRole: SoftwareRole: ValidationRole: VisualizationRole: Writing – original
draftRole: Writing – review & editing
Sebastian Ziegelmayer: Role: Formal analysisRole: InvestigationRole: SoftwareRole: Writing – original draftRole:
Writing – review & editing
Fabian Lohöfer: Role: Formal analysisRole: MethodologyRole: SupervisionRole: Writing – original draftRole:
Writing – review & editing
Katja Steiger: Role: Formal analysisRole: MethodologyRole: Visualization
Hana Algül: Role: Project administrationRole: Supervision
Alexander Muckenhuber:
ORCID: http://orcid.org/0000-0002-0414-1797
Role: Formal analysisRole: InvestigationRole: Methodology
Hsi-Yu Yen: Role: Formal analysisRole: InvestigationRole: MethodologyRole: Visualization
Ernst Rummeny: Role: Project administrationRole: Supervision
Helmut Friess: Role: Project administrationRole: Supervision
Roland Schmid: Role: Project administrationRole: Supervision
Wilko Weichert: Role: Funding acquisitionRole: Project administrationRole: Supervision
Jens T. Siveke: Role: ConceptualizationRole: InvestigationRole: SupervisionRole: ValidationRole: Writing
– original draftRole: Writing – review & editing
Rickmer Braren: Role: ConceptualizationRole: Data curationRole: Funding acquisitionRole: MethodologyRole:
Project administrationRole: SupervisionRole: ValidationRole: Writing – original draftRole:
Writing – review & editing
Francisco X. Real: Role: Editor
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS ONE
Journal ID (publisher-id): plos
Journal ID (pmc): plosone
Title:
PLoS ONE
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date
(Electronic):
2
October
2019
Publication date Collection: 2019
Volume: 14
Issue: 10
Electronic Location Identifier: e0218642
Affiliations
[1
]
Department of Diagnostic and Interventional Radiology, School of Medicine, Technical
University of Munich, Munich, Germany
[2
]
Department of Pathology, School of Medicine, Technical University of Munich, Munich,
Germany
[3
]
Department of Internal Medicine II, School of Medicine, Technical University of Munich,
Munich, Germany
[4
]
Department of Surgery, School of Medicine, Technical University of Munich, Munich,
Germany
[5
]
Division of Solid Tumor Translational Oncology, West German Cancer Center, University
Hospital Essen, Essen, Germany
[6
]
German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg,
Germany
Centro Nacional de Investigaciones Oncologicas, SPAIN
Author notes
Competing Interests: The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PONE-D-19-15731
DOI: 10.1371/journal.pone.0218642
PMC ID: 6774515
PubMed ID: 31577805
SO-VID: 223f1b21-bf43-4a03-b65c-4761afebf1e6
Copyright © © 2019 Kaissis et al
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
Funded by: Deutsche Forschungsgemeinschaft (DE)
Award ID: SFB284 Project C6
Award Recipient
:
Rickmer Braren
Funded by: Deutsche Forschungsgemeinschaft (DE)
Award ID: SFB824/Project Z2
Award Recipient
:
Wilko Weichert
This work was supported by funding of the German Research Foundation (DFG) within
the SFB-Initiative 824 (collaborative research center), "Imaging for Selection, Monitoring
and Individualization of Cancer Therapies" to RB (SFB824, project C6) and WW (project
Z2). The funders had no role in study design, data collection and analysis, decision
to publish, or preparation of the manuscript.
Subject:
Research Article
Subject:
Medicine and Health Sciences
Subject:
Oncology
Subject:
Cancer Treatment
Subject:
Cancer Chemotherapy
Subject:
Medicine and Health Sciences
Subject:
Pharmaceutics
Subject:
Drug Therapy
Subject:
Chemotherapy
Subject:
Cancer Chemotherapy
Subject:
Medicine and Health Sciences
Subject:
Clinical Medicine
Subject:
Clinical Oncology
Subject:
Cancer Chemotherapy
Subject:
Medicine and Health Sciences
Subject:
Oncology
Subject:
Clinical Oncology
Subject:
Cancer Chemotherapy
Subject:
Medicine and Health Sciences
Subject:
Diagnostic Medicine
Subject:
Diagnostic Radiology
Subject:
Magnetic Resonance Imaging
Subject:
Research and Analysis Methods
Subject:
Imaging Techniques
Subject:
Diagnostic Radiology
Subject:
Magnetic Resonance Imaging
Subject:
Medicine and Health Sciences
Subject:
Radiology and Imaging
Subject:
Diagnostic Radiology
Subject:
Magnetic Resonance Imaging
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Applied Mathematics
Subject:
Algorithms
Subject:
Machine Learning Algorithms
Subject:
Research and Analysis Methods
Subject:
Simulation and Modeling
Subject:
Algorithms
Subject:
Machine Learning Algorithms
Subject:
Computer and Information Sciences
Subject:
Artificial Intelligence
Subject:
Machine Learning
Subject:
Machine Learning Algorithms
Subject:
Medicine and Health Sciences
Subject:
Pharmaceutics
Subject:
Drug Therapy
Subject:
Chemotherapy
Subject:
Medicine and Health Sciences
Subject:
Oncology
Subject:
Cancers and Neoplasms
Subject:
Carcinomas
Subject:
Adenocarcinomas
Subject:
Medicine and Health Sciences
Subject:
Oncology
Subject:
Cancer Treatment
Subject:
Physical Sciences
Subject:
Physics
Subject:
Thermodynamics
Subject:
Entropy
Subject:
Physical Sciences
Subject:
Mathematics
Subject:
Applied Mathematics
Subject:
Algorithms
Subject:
Research and Analysis Methods
Subject:
Simulation and Modeling
Subject:
Algorithms