Multiview Volume and Temporal Difference Network for Angle-Closure Glaucoma Screening from AS-OCT Videos

Table 2

Performance of different subnetworks on the private Casia video dataset.

3D CNN (B-Acc/F1 score)
Splits	18-Layer	34-Layer	50-Layer	101-Layer	152-Layer
5%	0.638/0.632	0.464/0.282	0.625/0.627	0.562/0.430	0.558/0.463
10%	0.692/0.695	0.518/0.463	0.612/0.589	0.594/0.487	0.562/0.430
20%	0.589/0.589	0.482/0.437	0.509/0.492	0.589/0.514	0.562/0.430
CNN-LSTM (B-Acc/F1 score)
Splits	18-Layer	34-Layer	50-Layer	101-Layer	152-Layer
5%	0.531/0.367	0.643/0.614	0.777/0.763	0.607/0.562	0.719/0.678
10%	0.500/0.371	0.679/0.662	0.781/0.789	0.714/0.707	0.656/0.589
20%	0.500/0.297	0.754/0.757	0.710/0.695	0.714/0.707	0.571/0.505

The bold values indicate the optimal results.