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README.md
models.html
models.ipynb
utils.py

README.md

Medical Text Classification using Convolutional Neural Networks

Hughes et al (2017) [16] presented an approach to classify clinical text at sentence level. The model presented here is very similar to a normal CNN approach. But multiple configuration of stacked convolutional layers are used. The model ends with a fully connected layer followed by a softmax layer.

The model is tested with various hyper parameter optimization strategies mentioned in the paper. The model is implemented using just Tensorflow Apis.