Research Article

Lung Cancer Nodules Detection via an Adaptive Boosting Algorithm Based on Self-Normalized Multiview Convolutional Neural Network

Algorithm 1

The proposed AdaBoost-SNMV-CNN.
(1)Input Lung CT images data
(2)Base learnerSNMV-CNN
(3)Learning cycles
(4)Process initializes the weight distribution of CT images training samples
(5)
(6)for do
(7) Train the SNMV-CNN classifier from
(8) Compute the training error of
(9)
(10) Estimate the voting weight of
(11).
(12) Update the weight distribution
(13)
(14) Normalization factor
(15)
(16)end for
(17)Output