Cancer Prediction Web Application
Classifying the tumors and non-tumor gene expressions into 34 different types: 33 cancer types + 1 normal sample type.
Based on the data from the paper by [Mostavi, et al.], newly splitted data for the model can be downloaded here.
git clone git@github.com:comedi-team3/CancerPrediction.git
cd CancerPrediction_Model
- Start server using docker-compose
$ docker-compose build
$ docker-compose up
- Access webpage
http://0.0.0.0:5000
- The input data for prediction is simply an individual samples of the input data. The samples can be downloaded here.
- Mostavi, Milad, et al. Convolutional neural network models for cancer type prediction based on gene expression. BMC Medical Genomics 13 (2020): 1-13.