A Machine Learning Approach for Predicting Biochemical Outcome After PSMA-PET–Guided Salvage Radiotherapy in Recurrent Prostate Cancer After Radical Prostatectomy: Retrospective Study
The developed RSF model demonstrates enhanced predictive accuracy, potentially improving patient outcomes and assisting clinicians in making treatment decisions.
Authors
- Sophia Scharl (ORCID: https://orcid.org/0000-0001-6849-6880)
- Sandrine Katsahian (ORCID: https://orcid.org/0000-0002-7261-0671)
- Christoph Henkenberens (ORCID: https://orcid.org/0000-0002-0721-5683)
- Thomas Wiegel (ORCID: https://orcid.org/0000-0003-1363-1410)
- Simon K. B. Spohn (ORCID: https://orcid.org/0000-0003-2727-8005)
- Matthias Gückenberger (ORCID: https://orcid.org/0000-0002-7146-9071)
- Stephanie E. Combs (ORCID: https://orcid.org/0000-0002-5233-1536)
- Lucas Mose (ORCID: https://orcid.org/0009-0006-0693-2716)
- Armelle Arnoux (ORCID: https://orcid.org/0000-0003-3427-7086)
- Peter Bartenstein (ORCID: https://orcid.org/0009-0005-0734-4994)
- Claus Belka (ORCID: https://orcid.org/0000-0002-1287-7825)
- A.G. Morganti (ORCID: https://orcid.org/0000-0001-9793-3410)
- Anca-Ligia Grosu (ORCID: https://orcid.org/0000-0003-2255-2255)
- Nina-Sophie Schmidt-Hegemann (ORCID: https://orcid.org/0000-0002-2091-3603)
- Mohamed Shelan (ORCID: https://orcid.org/0000-0002-6477-6655)
- Ali Janbain (ORCID: https://orcid.org/0000-0002-5457-6086)
- Marco M. E. Vogel (ORCID: https://orcid.org/0000-0003-2942-6761)
- Louise Emmett (ORCID: https://orcid.org/0000-0002-4895-7384)
- Stefano Fanti (ORCID: https://orcid.org/0000-0003-1486-2624)
- Stefan A. Koerber (ORCID: https://orcid.org/0000-0003-3958-9361)
- Jan Caspar Peeken (ORCID: https://orcid.org/0000-0003-2679-9853)
- Iosif Strouthos (ORCID: https://orcid.org/0000-0001-6229-5471)
- Francesca Serani (ORCID: https://orcid.org/0000-0001-7470-0614)
- Stephanie Kroeze (ORCID: https://orcid.org/0000-0002-1342-5310)
- Francesco Ceci (ORCID: https://orcid.org/0000-0001-9785-5248)
- Daniel M. Aebersold (ORCID: https://orcid.org/0000-0002-9493-3834)
- Constantinos Zamboglou (ORCID: https://orcid.org/0000-0002-7849-7550)
- Andrea Farolfi (ORCID: https://orcid.org/0000-0002-5443-4301)
- George Hruby (ORCID: https://orcid.org/0000-0003-4193-9682)
- Alexis Vrachimis (ORCID: https://orcid.org/0000-0001-5316-7697)
- Konstantinos Ferentinos (ORCID: https://orcid.org/0000-0003-1391-6600)
- Louis Romengas (ORCID: https://orcid.org/0009-0005-3780-0815)
- Ali Afshar Omerieh
Institutions
- University of Bern (CH)
- The University of Sydney (AU)
- Inserm (FR)
- University of Freiburg (DE)
- Universität Ulm (DE)
- University of Zurich (CH)
- Université Paris Cité (FR)
- Heidelberg University (DE)
- Royal North Shore Hospital (AU)
- University Hospital of Bern (CH)
- University Medical Center Freiburg (DE)
- University Hospital Heidelberg (DE)
- TUM Klinikum (DE)
- LMU Klinikum (DE)
- Medizinische Hochschule Hannover (DE)
- St Vincent's Hospital Sydney (AU)
- Assistance Publique – Hôpitaux de Paris (FR)
- St Vincent’s Private Hospital Sydney (AU)
- University Hospital of Zurich (CH)
- Hôpital Européen Georges-Pompidou (FR)
- Limassol General Hospital (CY)
- Theranostics (New Zealand) (NZ)
- Azienda USL di Bologna (IT)
- Helmholtz-Institute Ulm (DE)
- Kantonsspital Aarau (CH)
- IRCCS Humanitas Research Hospital (IT)
- Centre d'Investigation Clinique Hôpital Européen Georges Pompidou
- European Institute of Oncology (IT)
- Technical University of Munich (DE)
- Ludwig-Maximilians-Universität München (DE)
Publication Details
- Journal
- JMIR Cancer
- Published
- 2024-09-20
- DOI
- https://doi.org/10.2196/60323
- Citations
- 11
- Primary Topic
- Prostate Cancer Treatment and Research
- Type
- article
- Field-Weighted Citation Impact
- 4.61
Funders
- Agence Nationale de la Recherche