qiuliwang/MCMM_Pneumonia

Source code for the paper Deep Regression via Multi-Channel Multi-Modal Learning for Pneumonia Screeningrecurrent CNN

Deep Regression via Multi-Channel Multi-Modal Learning for Pneumonia Screening

Source code for the paper Deep Regression via Multi-Channel Multi-Modal Learning for Pneumonia Screening

We use and modify some code from project: https://github.com/DeepRNN/image_captioning.

Before using this code, please download pre-trained weights (ResNet-50, VGG16, GoogleNet-V3) from the link below:

https://pan.baidu.com/s/105eSfav1WNl6PmgiXaqrhg
Passcode :su33

The trained weights for the proposed framework is listed in 'models'
The trained word2vec for the textual information is listed in '/txt/ltp/'

Sample code for CT

Some sample code for CT and LIDC-IDRI(Lung Noudule) can be found from the link:

https://github.com/wangqiuli0102/LIDC-IDRI-Toolbox-python