Using machine learning to predict patient-reported symptom clusters in prostate cancer patients receiving radiotherapy
Prostate cancer (PC) survivors frequently experience multiple co-occurring symptoms that adversely affect health-related quality of life (HRQoL). Identifying symptom clusters (SCs) may help to improve symptom management and patient care. The aim of this study is to investigate (1) SCs in PC patients...
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| Hauptverfasser: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Dokumenttyp: | Article (Journal) |
| Sprache: | Englisch |
| Veröffentlicht: |
05 January 2026
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| In: |
Health and quality of life outcomes
Year: 2026, Jahrgang: 24, Pages: 1-11 |
| ISSN: | 1477-7525 |
| DOI: | 10.1186/s12955-025-02460-1 |
| Online-Zugang: | Verlag, kostenfrei, Volltext: https://doi.org/10.1186/s12955-025-02460-1 Verlag, kostenfrei, Volltext: https://link.springer.com/article/10.1186/s12955-025-02460-1 
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| Verfasserangaben: | Elke Rammant, Emile Deman, Valérie Fonteyne, Lindsay Poppe, Renée Bultijnck, Piet Dirix, Gert De Meerleer, Karin Haustermans, Ann Van Hecke, Miguel E. Aguado-Barrera, Barbara Avuzzi, David Azria, Jenny Chang-Claude, Barbara N. Chiorda, Ananya Choudhury, Patricia Calvo-Crespo, Dirk De Ruysscher, Antonio Gómez-Caamaño, Philipp Heumann, Ashley M. Hopkins, Kerstie Johnson, Maarten Lambrecht, Alan Mcwilliam, Bradley D. Menz, Filip Poelaert, Tiziana Rancati, Kato Rans, Tim Rattay, Barry S. Rosenstein, Petra Seibold, Jane Shortall, Elena Sperk, Nora Sundahl, Christopher J. Talbot, Ana Vega, Peter Vermeulen, Adam Webb, Catharine M. L. West, Liv Veldeman and Sofie Van Hoecke on behalf of REQUITE consortium |
MARC
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| 245 | 1 | 0 | |a Using machine learning to predict patient-reported symptom clusters in prostate cancer patients receiving radiotherapy |c Elke Rammant, Emile Deman, Valérie Fonteyne, Lindsay Poppe, Renée Bultijnck, Piet Dirix, Gert De Meerleer, Karin Haustermans, Ann Van Hecke, Miguel E. Aguado-Barrera, Barbara Avuzzi, David Azria, Jenny Chang-Claude, Barbara N. Chiorda, Ananya Choudhury, Patricia Calvo-Crespo, Dirk De Ruysscher, Antonio Gómez-Caamaño, Philipp Heumann, Ashley M. Hopkins, Kerstie Johnson, Maarten Lambrecht, Alan Mcwilliam, Bradley D. Menz, Filip Poelaert, Tiziana Rancati, Kato Rans, Tim Rattay, Barry S. Rosenstein, Petra Seibold, Jane Shortall, Elena Sperk, Nora Sundahl, Christopher J. Talbot, Ana Vega, Peter Vermeulen, Adam Webb, Catharine M. L. West, Liv Veldeman and Sofie Van Hoecke on behalf of REQUITE consortium |
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| 520 | |a Prostate cancer (PC) survivors frequently experience multiple co-occurring symptoms that adversely affect health-related quality of life (HRQoL). Identifying symptom clusters (SCs) may help to improve symptom management and patient care. The aim of this study is to investigate (1) SCs in PC patients, (2) associations of SCs with HRQoL, and (3) predictors of SCs. | ||
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