Reproducing the results on the MIMIC dataset?

[vijay-raghav]

Hi,

I read your paper and it's an interesting approach. I'm more interested in the applications to clinical text - assigning ICD codes for medical documents. Specifically, I am attempting to reproduce the results on the MIMIC dataset. I have already setup the system for this dataset using the code provided by Mullenbach et al., 2018.

I went through your code - is there a pipeline to try this model on the MIMIC3 dataset and also produce visualizations for learnt attention across documents?

Looking forward to hearing from you.

Best,
Vijay

[greeness]

All the building blocks are already available in author's tensorflow code in this repo. The thing you want to do is just to write something similar to main_multilabel.py and a corresponding data-preprocessing.