1D CNN-Based Intracranial Aneurysms Detection in 3D TOF-MRA

Table 2

The architectures of 1D CNN discrimination Model 1.

Layers	Feature vector	Kernel size	Stride	Output size
Input	1	—	—	576
Convolution	16	5	1	576
Max pooling	16	2	2	288
Convolution	32	5	1	288
Max pooling	32	2	2	144
Convolution	64	5	1	144
Max pooling	64	2	2	72
Convolution	64	5	1	72
Max pooling	64	2	2	36
Fully connected	2304	—	—	2304
Fully connected	16	—	—	16
Output	1	—	—	1