Table 1. Comparison of AUC from the probabilistic prediction algorithm (Shen et al, 2005b; Shen and Duong, 2008) and the corresponding AUC from ANN.
ADC+CBF | ADC+CBF+spatial | ADC+CBF+3D+spatial | |
---|---|---|---|
Permanent MCAO | |||
Probabilistic | 93±3 | 92±4 | NA |
ANN | 93±1 | 95±4 | 94±2 |
60-minute MCAO | |||
Probabilistic | 90±4 | 92±3 | NA |
ANN | 89±2 | 94±1 | 94±1 |
30-minute MCAO | |||
Probabilistic | 87±3 | 92±3 | NA |
ANN | 86±3 | 89±3 | 88±3 |
ADC, apparent diffusion coefficient; ANN, artificial neural network; AUC, area under the curve; CBF, cerebral blood flow; 3D, three-dimensional; Spatial, spatial information; MCAO, middle cerebral artery occlusion; NA, not analyzed.