Table 1.
Table reporting general information on datasets (and their format), MR sequences, scanners, coils, and the image preprocessing (normalization or registration) methods.
| Paper | Dataset | MR Sequence | Hardware Setup | Image Processing |
|---|---|---|---|---|
| Liu, S. 2017 [17] | ProstateX (DICOM) |
T2W, DWI, DCE | Siemens (Magnetom Trio and Skyra) at 3T without ERC | Registration |
| Mehrtash, A. 2017 [18] | ProstateX (DICOM) |
DWI, DCE | Siemens (Magnetom Trio and Skyra) at 3T without ERC | Normalization |
| Seah, J. 2017 [27] | ProstateX (DICOM) |
T2W, DWI, DCE | Siemens (Magnetom Trio and Skyra) at 3T without ERC | Normalization |
| Parra, A. 2018 [28] | 2 institutions (DICOM) | DWI, DCE | (I) Siemens and General Electric at 3T with external pelvic coil; (II) Siemens, Philips, General Electric at 3T and 1.5T with ERC | Registration, Normalization |
| Jensen, C. 2019 [29] | ProstateX (DICOM) |
T2W, DWI, DCE | Siemens (Magnetom Trio and Skyra) at 3T without an ERC | Normalization |
| Chen, Q. 2019 [30] | ProstateX (DICOM) |
T2W, DWI, DCE | Siemens (Magnetom Trio and Skyra) at 3T without an ERC | Normalization |
| Liu, B. 2019 [31] | 1 institution | DCE | General Electric (Signa Excite II) at 1.5T | N/A |
| Zhong, X. 2019 [32] | 1 institution | T2W, DWI, DCE | Siemens (Trio, Verio, Prisma or Skyra) at 3T with pelvic phased-array coil with or without ERC | Normalization |
| Toivonen, J. 2019 [33] | 1 institution | T2W, DWI | Philips (Ingenuity) at 3 T with 32 channel cardiac coils | Normalization |
| Yuan, Y. 2019 [35] | (I)1 institution (II) ProstateX (DICOM) |
T2W, DWI | (I) N/A; (II) Siemens (Magnetom Trio and Skyra) at 3T without ERC | Normalization |
| Chen, T. 2019 [19] | 1 institution | T2W, DWI | Philips (Intera Achieva) at 3T with 32-channel body phased-array coil | N/A |
| Aldoj, N. 2020 [20] | ProstateX (DICOM) |
T2W, DWI, DCE | Siemens (Magnetom Trio and Skyra) at 3T without ERC | Registration Normalization |
| Bernatz, S. 2020 [21] | 1 institution (DICOM) |
T2W, DWI, DCE | Siemens (Magnetom Prisma FIT) at 3T with 32-channel body coil and spine phased-array coil | Limited image manipulation |
| Litjens, G. 2015 [22] | 1 institution | T2W, DWI, DCE | Siemens (Trio or Skyra) at 3T without ERC | N/A |
| Woznicki, P. 2020 [23] | 1 institution | T2W, DWI | Siemens (Magnetom Skyra and Trio) at 3T with pelvic phased-array coils | N/A |
| Wang, Z. 2018 [24] | (I)1 institution (II) ProstateX (DICOM) |
T2W, DWI | (I) Siemens (Magnetom Skyra) at 3T (II) Siemens (Magnetom Trio and Skyra) at 3T without ERC |
Registration |
| Cao, R. 2019 [25] | 1 institution | T2W, DWI | Siemens (Trio, Skyra, Prisma, Verio) at 3T with and without ERC | Registration Normalization |
| Schelb, P. 2019 [26] | 1 institution | T2W, DWI | Siemens (Prisma) at 3T with standard multichannel body coil and integrated spine phased-array coil | Registration |