[Retracted] Diagnosis of Alzheimer Disease Using 2D MRI Slices by Convolutional Neural Network

Table 2

Summary of the proposed model.

Layer (type)	Output shape	Param #
Conv2d_1 (Conv2D)	(None, 192, 192, 64)	15,616
Max_pooling2d_1 (MaxPooling2)	(None, 96, 96, 64)	0
Conv2d_2 (Conv2D)	(None, 90, 90, 64)	200,768
Max_pooling2d_2 (MaxPooling2)	(None, 45, 45, 64)	0
Conv2d_3 (Conv2D)	(None, 41, 41, 64)	102,464
Max_pooling2d_3 (MaxPooling2)	(None, 20, 20, 64)	0
Conv2d_4 (Conv2D)	(None, 16, 16, 32)	51,232
Max_pooling2d_4 (MaxPooling2)	(None, 8, 8, 32)	0
Conv2d_5 (Conv2D)	(None, 6, 6, 32)	9248
Max_pooling2d_5 (MaxPooling2)	(None, 3, 3, 32)	0
Flatten_1 (flatten)	(None, 288)	0
Dense_1 (dense)	(None, 121)	34,969
Dropout_1 (dropout)	(None, 121)	0
Dense_2 (dense)	(None, 1)	122