Harnessing Artificial Intelligence for Risk Stratification and Outcome Prediction in Urologic Cancers: A Systematic Review
Year: 2025
Type: review
Language: en
Topic: Artificial Intelligence in Healthcare and Education
Authors and affiliations:
raw_author_name: Navid Roessler
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
raw_author_name: Marcin Miszczyk
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Collegium Medicum, Faculty of Medicine, WSB University, Dąbrowa Górnicza, Poland
raw_author_name: Keiichiro Miyajima
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Jikei University School of Medicine, Tokyo, Japan
raw_author_name: Alessandro Dematteis
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Surgical Sciences, Division of Urology, AOU Citt'a della Salute e della Scienza at Molinette Hospital and University of Turin, Turin, Italy
raw_author_name: Ahmed R. Alfarhan
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Prince Saud Bin Jalawi Hospital, Al Ahsa Health Cluster, Al Ahsa, KSA
raw_author_name: Angelo Cormio
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Azienda Ospedaliero-Universitaria Ospedali Riuniti Di Ancona, Università Politecnica Delle Marche, Ancona, Italy
raw_author_name: Abdulrahman S. Alqahtani
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Second Health Cluster Riyadh, Ministry of Health, Riyadh, KSA
raw_author_name: Tamás Fazekas
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Centre for Translational Medicine, Semmelweis University, Budapest, Hungary; Department of Urology, Semmelweis University, Budapest, Hungary
raw_author_name: Victor M. Schuettfort
raw_affiliation_strings: Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
raw_author_name: Malte W. Vetterlein
raw_affiliation_strings: Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
raw_author_name: Yipeng Hu
raw_affiliation_strings: Department of Medical Physics and Biomedical Engineering, University College London, London, UK
raw_author_name: Veeru Kasivisvanathan
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Centre for Urology Imaging, Prostate, AI and Surgical Studies (COMPASS) Research Group, Division of Surgery and Interventional Science, UCL, London, UK
raw_author_name: Constantinos Zamboglou
raw_affiliation_strings: Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany; German Oncology Center, European University of Cyprus, Limassol, Cyprus
raw_author_name: Michael S. Leapman
raw_affiliation_strings: Department of Urology, Yale University, New Haven, CT, USA
raw_author_name: Margit Fisch
raw_affiliation_strings: Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
raw_author_name: Markus Eckstein
raw_affiliation_strings: Institute of Pathology, University Hospital Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
raw_author_name: Mahul B. Amin
raw_affiliation_strings: Department of Pathology and Laboratory Medicine, University of Tennessee Health Science Center, Memphis, TN, USA; Department of Urology, USC Keck School of Medicine, Los Angeles, CA, USA
raw_author_name: Giovanni Enrico Cacciamani
raw_affiliation_strings: USC Institute of Urology and Catherine and Joseph Aresty Department of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
raw_author_name: Liang Cheng
raw_affiliation_strings: Department of Pathology and Laboratory Medicine, Department of Surgery (Urology), Brown University Warren Alpert Medical School, Providence, RI, USA; Legorreta Cancer Center at Brown University, Providence, RI, USA; Brown University Health, Providence, RI, USA
raw_author_name: Pierre I. Karakiewicz
raw_affiliation_strings: Cancer Prognostics and Health Outcomes Unit, Division of Urology, University of Montréal Health Center, Montréal, Canada
raw_author_name: Pawel Rajwa
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Division of Surgery and Interventional Sciences, University College London, London, UK; Department of Urology, Medical University of Silesia, Zabrze, Poland
raw_author_name: Shahrokh F. Shariat
raw_affiliation_strings: Department of Urology, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria; Department of Urology, Weill Cornell Medical College, New York, New York, USA; Department of Urology, University of Texas Southwestern, Dallas, Texas, USA; Department of Urology, Second Faculty of Medicine, Charles University, Prague, Czech Republic; Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan; Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria. Electronic address: shahrokh.shariat@meduniwien.ac.at