Machine learning for the identification of clinically significant prostate cancer on MRI: a meta-analysis - Cuocolo, Renato; Cipullo, Maria Brunella; Stanzione, Arnaldo; Romeo, Valeria; Green, Roberta; Cantoni, Valeria; Ponsiglione, Andrea; Ugga, Lorenzo; Imbriaco, Massimo (European radiology, 2020)
Keywords: Accuracy; Algorithms; Area Under Curve; Biopsy; Cancer surgery; Clinical significance; Confidence intervals; Deep learning; Design standards; Diagnosis, Computer-Assisted - methods; Diagnostic Radiology; Diagnostic systems; Heterogeneity; Humans; Imaging; Imaging Informatics and Artificial Intelligence; Internal Medicine; Interventional Radiology; Learning algorithms; Literature reviews; Machine Learning; Magnetic Resonance Imaging; Male; Medicine; Medicine & Public Health; Meta-analysis; Model accuracy; Neuroradiology; Pipelines; Prevalence; Prostate cancer; Prostatectomy; Prostatic Neoplasms - diagnostic imaging; Prostatic Neoplasms - pathology; Prostatic Neoplasms - surgery; Radiology; Reference Standards; ROC Curve; Statistical analysis; Statistics; Subgroups; Ultrasound; Prostatic neoplasms; Magnetic resonance imaging; Machine learning; Meta-analysis