Table 6.

Characteristics of used sequences.

CNN Architecture	LSTM Input 1	LSTM Input 2	LSTM Input 3	LSTM Input 4
DenseNet121	$5\times 1024$	$10\times 1024$	$15\times 1024$	$20\times 1024$
DenseNet169	$5\times 1664$	$10\times 1664$	$15\times 1664$	$20\times 1664$
DenseNet201	$5\times 1920$	$10\times 1920$	$15\times 1920$	$20\times 1920$
EfficientNetB0	$5\times 1280$	$10\times 1280$	$15\times 1280$	$20\times 1280$
InceptionResNetV2	$5\times 1536$	$10\times 1536$	$15\times 1536$	$20\times 1536$
MobileNetV2	$5\times 1280$	$10\times 1280$	$15\times 1280$	$20\times 1280$
NASNetLarge	$5\times 4032$	$10\times 4032$	$15\times 4032$	$20\times 4032$
NASNetMobile	$5\times 1056$	$10\times 1056$	$15\times 1056$	$20\times 1056$
POCOVID-Net 1, 2, 3, 4, 5	$5\times 512$	$10\times 512$	$15\times 512$	$20\times 512$
ResNet152V2	$5\times 2048$	$10\times 2048$	$15\times 2048$	$20\times 2048$
VGG16	5 × 25,088	10 × 25,088	15 × 25,088	20 × 25,088
VGG19	5 × 25,088	10 × 25,088	15 × 25,088	20 × 25,088
Xception	$5\times 2048$	$10\times 2048$	$15\times 2048$	$20\times 2048$