Poster Session E - Tuesday Afternoon
Category: Liver
Shivabalan Kathavarayan Ramu, MBBS
Mayo Clinic
Rochester, MN
S.No. | Model specification | AUC | C-i ndex | AUC | C-i ndex | AUC | C-i ndex | AUC | C-i ndex | AUC | C-i ndex | AUC | C-i ndex | AUC | C-i ndex |
Region of interest
| 1 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | 5 | 5 | 6 | 6 | 7 | 7 | |
1. | Cox boost | 0.47 | 0.45 | 0.60 | 0.71 | 0.73 | 0.79 | 0.46 | 0.63 | 0.40 | 0.46 | 0.60 | 0.59 | 0.66 | 0.71 |
2. | Deep hit | 0.47 | 0.45 | 0.60 | 0.71 | 0.73 | 0.79 | 0.46 | 0.63 | 0.40 | 0.46 | 0.60 | 0.59 | 0.66 | 0.71 |
3. | Multitask logistic regression | 0.87 | 0.81
| 0.86 | 0.93 | 0.80 | 0.80 | 0.93 | 0.89 | 0.93 | 0.89 | 0.86 | 0.93 | 0.86 | 0.93 |
4. | Random survival forest | 0.5 | 0.5
| 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 |