Performance variability of radiomics machine learning models for the detection of clinically significant prostate cancer in heterogeneous MRI datasets.

Gresser, Eva; Schachtner, Balthasar; Stüber, Anna Theresa; Solyanik, Olga; Schreier, Andrea; Huber, Thomas; Froelich, Matthias Frank; Magistro, Giuseppe; Kretschmer, Alexander; Stief, Christian; Ricke, Jens; Ingrisch, Michael; Nörenberg, Dominik

Gresser, Eva; Schachtner, Balthasar; Stüber, Anna Theresa; Solyanik, Olga; Schreier, Andrea; Huber, Thomas; Froelich, Matthias Frank; Magistro, Giuseppe; Kretschmer, Alexander; Stief, Christian; Ricke, Jens; Ingrisch, Michael; Nörenberg, Dominik.

Afiliação

Gresser E; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
Schachtner B; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
Stüber AT; Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany.
Solyanik O; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
Schreier A; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
Huber T; Department of Otolaryngology, University Hospital, LMU Munich, Munich, Germany.
Froelich MF; Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Mannheim, Germany.
Magistro G; Department of Radiology and Nuclear Medicine, University Medical Centre Mannheim, Mannheim, Germany.
Kretschmer A; Department of Urology, University Hospital, LMU Munich, Munich, Germany.
Stief C; Department of Urology, University Hospital, LMU Munich, Munich, Germany.
Ricke J; Department of Urology, University Hospital, LMU Munich, Munich, Germany.
Ingrisch M; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
Nörenberg D; Department of Radiology, University Hospital, LMU Munich, Munich, Germany.