TABLE 1.
Human imaging data cohort
| Imaging scenario | Properties | Training set | Validation Set | Test Set |
|---|---|---|---|---|
| Brain | Number subjects | Five healthy volunteers | 2 GBM patients | 1 GBM patient and 1 healthy volunteer |
| Brain | Number images a | 611 | 166 | 164 (85 - patient, 79 - volunteer) |
| Brain | Scanner/coil/site | Prisma (64-channel, Boston) Prisma (64 channel, Tubingen) Skyra (64-channel, Boston) | Skyra (32 channel, Boston) | Prisma (64 channel, Erlangen) and Trio (32 channel, Erlangen) |
| Calf | Number subjects | 7 healthy volunteers | — | 1 cardiac patient |
| Calf | Number imagesa | 416 | — | 52 |
| Calf | Scanner/coil/site | Prisma/single element coil/Boston | — | Prisma/single element coil/Boston |
Abbreviation: GBM, glioblastoma.
a
Sevenfold data augmentation was performed using translations and horizontal/vertical image flips. The numbers mentioned in the table represent the acquired images prior to augmentation.