BioMed Research International / 2018 / Article / Tab 1

Research Article

Tumor Segmentation in Contrast-Enhanced Magnetic Resonance Imaging for Nasopharyngeal Carcinoma: Deep Learning with Convolutional Neural Network

Table 1

Detailed parameters of the CNN network.

BlockLayerKernel sizeStridePadOutput size

Input Data----1441441
Conv-Relu 1Conv151214414480
Relu1---14414480
Pool-Conv-Relu 1Pool122-727280
Conv25127272120
Relu2---7272120
Pool-Conv-Relu 2Pool222-3636120
Conv39143636500
Relu3---3636500
Conv-Relu 2Conv41103636300
Relu4---3636300
Conv-Relu 3Conv53113636100
Relu5---3636100
Conv-Relu 4Conv631136361
Relu6---36361
Deconv1Deconv142172721
Concatenate1Concat1---7272121
Conv-Relu 5Conv711072721
Relu7---72721
Deconv2Deconv24211441441
Concatenate2Concat2---14414481
Conv6Conv81101441441
OutputFlatten1---1441441

We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.