Outcome Prediction in Older Adults With Head and Neck Cancer Undergoing Chemoradiation
In this study, ANN-based models using routine clinical data effectively stratified older adults with HNSCC into prognostic groups. Integration of ANNs into clinical workflows could support personalized treatment decisions for this vulnerable population.
Authors
- Carmen Stromberger (ORCID: https://orcid.org/0000-0001-6165-1729)
- Sebastian Marschner (ORCID: https://orcid.org/0000-0002-8121-358X)
- Kimberly Kamp
- Carmen Kut (ORCID: https://orcid.org/0000-0003-4957-7946)
- Daniel R. Dickstein (ORCID: https://orcid.org/0000-0003-4606-5574)
- Erik Haehl (ORCID: https://orcid.org/0000-0002-2222-7324)
- Daniel Habermehl (ORCID: https://orcid.org/0009-0007-7316-6422)
- Alexander Fabian (ORCID: https://orcid.org/0000-0003-2415-527X)
- Harry Quon (ORCID: https://orcid.org/0000-0001-7605-4329)
- Claus Belka (ORCID: https://orcid.org/0000-0002-1287-7825)
- Tomáš Kazda (ORCID: https://orcid.org/0000-0001-7288-8975)
- Anca-Ligia Grosu (ORCID: https://orcid.org/0000-0003-2255-2255)
- Alexander Rühle (ORCID: https://orcid.org/0000-0003-2022-897X)
- Heinz Schmidberger (ORCID: https://orcid.org/0000-0003-0647-8884)
- Carolin Senger (ORCID: https://orcid.org/0000-0001-7700-4657)
- Sujith Baliga (ORCID: https://orcid.org/0000-0002-8032-2071)
- Panagiotis Balermpas (ORCID: https://orcid.org/0000-0001-5261-6446)
- M Slavík (ORCID: https://orcid.org/0000-0002-8591-5941)
- Marlen Haderlein (ORCID: https://orcid.org/0000-0002-7986-2169)
- Klaus Pietschmann (ORCID: https://orcid.org/0009-0002-8085-8455)
- Victor Lewitzki (ORCID: https://orcid.org/0000-0001-9146-3083)
- Jens von der Grün (ORCID: https://orcid.org/0000-0002-9371-7814)
- Jörg Andreas Müller (ORCID: https://orcid.org/0000-0003-0843-7373)
- Guillaume Landry (ORCID: https://orcid.org/0000-0003-1707-4068)
- Nils H. Nicolay (ORCID: https://orcid.org/0000-0003-2550-1410)
- Constantinos Zamboglou
- Eric Yu Hai Chen (ORCID: https://orcid.org/0000-0002-5247-3593)
- Susanne Braun (ORCID: https://orcid.org/0000-0002-0109-1106)
- Franziska Walter (ORCID: https://orcid.org/0000-0001-7912-322X)
- Elia Lombardo (ORCID: https://orcid.org/0000-0003-4522-8298)
- Benjamin P. Bakst
Institutions
- Goethe University Frankfurt (DE)
- Johns Hopkins University (US)
- University of Freiburg (DE)
- German Cancer Research Center (DE)
- Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
- Johannes Gutenberg University Mainz (DE)
- Justus-Liebig-Universität Gießen (DE)
- European University Cyprus (CY)
- University of Zurich (CH)
- Masaryk University (CZ)
- Heidelberg University (DE)
- University Medical Center Freiburg (DE)
- The Ohio State University Wexner Medical Center (US)
- LMU Klinikum (DE)
- University of Cyprus (CY)
- Humboldt-Universität zu Berlin (DE)
- Universitätsklinikum Erlangen (DE)
- University Medical Center of the Johannes Gutenberg University Mainz (DE)
- University Hospital of Zurich (CH)
- University Hospital Schleswig-Holstein (DE)
- Masaryk Memorial Cancer Institute (CZ)
- Jena Bioscience (Germany) (DE)
- University Hospitals Seidman Cancer Center (US)
- Universitätsklinikum Würzburg (DE)
- Jena University Hospital (DE)
- Comprehensive Cancer Center Erlangen (DE)
- Saxon Institute for Applied Biotechnology (DE)
- University Hospital in Halle (DE)
- Freie Universität Berlin (DE)
- Charité - Universitätsmedizin Berlin (DE)
- Ludwig-Maximilians-Universität München (DE)
- College of Mount Saint Vincent (US)
- Leipzig University (DE)
- University of Lübeck (DE)
- Icahn School of Medicine at Mount Sinai (US)
Publication Details
- Journal
- JAMA Otolaryngology–Head & Neck Surgery
- Published
- 2025-11-06
- DOI
- https://doi.org/10.1001/jamaoto.2025.3840
- Citations
- 1
- Primary Topic
- Head and Neck Cancer Studies
- Type
- article
- Field-Weighted Citation Impact
- 1.85