| Publication | Data size | Modality | Field strength | Ground truth | Candidate generation | Region | Classifier | Performance |
| Chan et al. 2003 [56] | 15 | T2WI, ADC, PD, and T2 map | 1.5T | MSTR + biopsy | RS + cancer | PZ | FLD | AUC = 0.839 (±0.064) | Puech et al. 2009 [72] | 100 | DCE | 1.5T | Biopsy + RS | Manual ROI | WP | Rule-based | AUC = 0.77 | Vos et al. 2008 [54] | 34 | DCE | 1.5T | Biopsy | Manual ROI | PZ | SVM | AUC = 0.83, CI [0.75, 0.92] | Vos et al. 2010 [66] | 34 | T2WI, DCE | 1.5T | Biopsy | Manual ROI | PZ | SVM | AUC = 0.89, CI [0.81, 0.95] | Shah et al. 2012 [40] | 31 | T2WI, ADC, and DCE | 3T | Biopsy | Manual ROI | PZ | SVM | -measure = 0.89 | Liu and Yetik 2011 [64] | 20 | T2WI, ADC, and DCE | 1.5T | Biopsy | Voxel | WP | SVM | AUC = 0.89 |
Liu et al. 2013 [39] | 54 | T2WI, ADC, and DCE | 3T | Biopsy | Biopsy spots | WP | SVM | AUC = 0.82, CI [0.71, 0.93] |
Niaf et al. 2012 [53] | 30 | T2WI, ADC, and DCE | 1.5T | MSTR + biopsy | Manual ROI | PZ | SVM | AUC = 0.89, CI [0.81, 0.94] | Moradi et al. 2012 [52] | 29 | DT, DCE | 3T | Biopsy | Biopsy spots | WP | SVM | AUC = 0.96 | Niaf et al. 2014 [73] | 49 | T2WI, ADC, and DCE | Not specified | MSTR + biopsy | Manual ROI | WP | P-SVM | AUC = 0.889 | Peng et al. 2013 [51] | 48 | T2WI, ADC, and DCE | 3T | MSTR + biopsy | Manual ROI | WP | LDA | AUC = 0.95 (±0.02) | Artan et al. 2010 [55] | 21 | T2WI, ADC, and DCE | 1.5T | Biopsy | Voxel | PZ | CRF | AUC = 0.79 (±0.12) | Tiwari et al. 2013 [71] | 29 | T2WI, MRS | 1.5T | MSTR + biopsy | Voxel | WP | SeSMiK-GE + random forest | AUC = 0.89 (±0.09) | Tiwari et al. 2012 [63] | 36 | T2WI, MRS | 1.5T | MSTR + biopsy | Voxel | WP | Random forest | AUC = 0.89 (±0.02) | Litjens et al. 2014 [57] | 347 | T2WI, PDWI, DCE, and DWI | 3T | Biopsy | Voxel | WP | Random forest | AUC = 0.889 |
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