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Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation

Home Page: https://arxiv.org/abs/1912.11975

Python 62.78% Jupyter Notebook 37.22%
clinical-nlp xlnet pmv-prediction

clinicalxlnet's Issues

Missing scripts to create `icustay_detail.csv` and `ventdurations`

Hi,

Thanks a lot for this repository and for making everything public. I am trying to reproduce the dataset you created to run some experiments. I have tried running the R code in ./cohort_curation but it requires some user-derived csv's.

Would it be possible to upload the scripts that created these files?

Many thanks,

Felix

None of the Links are working

Hi,

None of the links for pre-trained model with weights for fine tuned weights with PMV and mortality tasks are working.

Could you please update the links?

Thanks

Pooja Goyal

Could you also share the script about running other models?

Hi, I have read your paper, it's a brilliant job and I appreciate the script and models you open-sourced. I'd like to know more about how you generated the document embedding when using other models like clinical-BERT, did you regard a whole note as a "sentence" and cut the word that exceeds the maximum token number? Thank you.

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