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unyqhz's Projects

c3d icon c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

cascaded-fcn icon cascaded-fcn

Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"

cnn4brca icon cnn4brca

Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA). Master's thesis

deeplearning_summary icon deeplearning_summary

A curated list of awesome Deep Learning tutorials, projects and communities. Deep learning相关学习资料. Forked from other github repositories.

dltk icon dltk

Deep Learning Toolkit for Medical Image Analysis

dsb icon dsb

Kaggle Data Science Bowl 2017 - Detecting Lung Cancer From DICOM Scans

dsb17_3d_lung_nodule_classifier icon dsb17_3d_lung_nodule_classifier

3d convnet for the classification of nodules/tumor in lung CT scans. Trained on Luna16 for Kaggle's 2017 data science bowl competition (result in top 3%)

dsb2017 icon dsb2017

Code for 2nd place solution to the 2017 National Data Science Bowl

dsb2017-1 icon dsb2017-1

Data Science Bowl 2017 : Lung Cancer Detection

dsb3 icon dsb3

A deep learning framework for lung cancer prediction built with Lasagne/Theano

end2end-all-conv icon end2end-all-conv

End-to-end training for breast cancer diagnosis using deep all convolutional networks

improved-gan icon improved-gan

code for the paper "Improved Techniques for Training GANs"

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