Network structure diagram of the upsampling module based on subpixel convolution and dilated convolution.</p
<p>Panel A shows the number of (non-zero degree) vertices in the network; B displays the average deg...
<p>(A) Compressed representation of the network that shows the four signals (input nodes) of the net...
Degree distribution chart of A) the real network, B) the selected synthetic network.</p
Network structure diagram of the upsampling module based on subpixel convolution and dilated convolu...
<p>Diagram depicting the network structures of each of the six network sizes used in this study.</p
Nodes represent genes, and node size is correlated with the degree of connectivity of the gene.</p
The diagram shows the basic building block of ResNet [55] and DetNet [66]. (a) After each ResNet blo...
<p>The schematic layout of the BP neural network structure and its training process.</p
The overall structure consists of two main parts: cascaded projections of different scales and a cha...
The diagram of the proposed hierarchical method of vertebrae contours analysis.</p
The schematic diagram of URTN dynamic resilience, damage triangle, and recovery triangle.</p
By specifying the number of nodes in the input layer, hidden layer and output layer and selecting th...
Abbreviations: LWBB—LightWeight BackBone, UM—Upsampling Module, CA—Channel Attention, PA—Positional ...
The left part of the figure shows down-sampling operation and right part shows up-sampling process. ...
The structure of the convolutional neural network is displayed. Initially, two convolution and max p...
<p>Panel A shows the number of (non-zero degree) vertices in the network; B displays the average deg...
<p>(A) Compressed representation of the network that shows the four signals (input nodes) of the net...
Degree distribution chart of A) the real network, B) the selected synthetic network.</p
Network structure diagram of the upsampling module based on subpixel convolution and dilated convolu...
<p>Diagram depicting the network structures of each of the six network sizes used in this study.</p
Nodes represent genes, and node size is correlated with the degree of connectivity of the gene.</p
The diagram shows the basic building block of ResNet [55] and DetNet [66]. (a) After each ResNet blo...
<p>The schematic layout of the BP neural network structure and its training process.</p
The overall structure consists of two main parts: cascaded projections of different scales and a cha...
The diagram of the proposed hierarchical method of vertebrae contours analysis.</p
The schematic diagram of URTN dynamic resilience, damage triangle, and recovery triangle.</p
By specifying the number of nodes in the input layer, hidden layer and output layer and selecting th...
Abbreviations: LWBB—LightWeight BackBone, UM—Upsampling Module, CA—Channel Attention, PA—Positional ...
The left part of the figure shows down-sampling operation and right part shows up-sampling process. ...
The structure of the convolutional neural network is displayed. Initially, two convolution and max p...
<p>Panel A shows the number of (non-zero degree) vertices in the network; B displays the average deg...
<p>(A) Compressed representation of the network that shows the four signals (input nodes) of the net...
Degree distribution chart of A) the real network, B) the selected synthetic network.</p
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