项目作者: JenifferWuUCLA

项目描述 :
Tianchi medical AI competition [Season 1]: Lung nodules image segmentation of U-Net. U-Net训练基于卷积神经网络的肺结节分割器
高级语言: Jupyter Notebook
项目地址: git://github.com/JenifferWuUCLA/pulmonary-nodules-segmentation.git


V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation_1649844004709.pdf
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation_1649844005258.pdf
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation_1649844004086.pdf
Pyramid Scene Parsing Network_1649844002707.pdf
SEMANTIC IMAGES EGMENTATION WITH DEEP CON-VOLUTIONAL NETS AND FULLY CONNECTED CRFS_1649844003420.pdf
PixelNet: Towards a General Pixel-Level Architecture_1649844002046.pdf
PixelNet: Representation of the pixels, by the pixels, and for the pixels_1649844001245.pdf
Mask R-CNN_1649844000234.pdf
Learning Deconvolution Network for Semantic Segmentation_1649843998899.pdf
MULTI -SCALE CONTEXT AGGREGATION BY DILATED CONVOLUTIONS_1649843999469.pdf
ICNet for Real-Time Semantic Segmentation on High-Resolution Images_1649843998004.pdf
Fully Convolutional Networks for Semantic Segmentation_1649843997120.pdf
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs_1649843995701.pdf
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation_1649843996487.pdf
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge_1649843995278.pdf
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding_1649843993878.pdf
CNN as Guided Multi-layer RECOS Transform_1649843994551.pdf
Conditional Random Fields as Recurrent Neural Networks_1649843994763.pdf
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation_1649843993180.pdf