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Repository containing notebooks and python scripts used in publication "Evaluating the risk of endometriosis based on patients’ self-assessment questionnaires"

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Endometriosis

Evaluating the risk of endometriosis based on patients’ self-assessment questionnaires

Functions

To train models specified in the publication, custom functions define in lib were used.

Notebooks

As using third-party data prevents us to publish reusable version of the script (we cannot share the data), we shared the notebooks with printed results and visualizations of the experiments. All results are in the notebook "Evaluating the risk of endometriosis based on patients’ self-assessment questioners.ipynb" To analyze basic statistics and models described in the publication, go to "Metrics" tab. To see the feature selection, see "Feature Selection" tab. Each model is described in "Comparison of subsets" tab.

For any additional questions please contact us at cbr@invicta.pl. For ML related questions write to krystian.zielinski@invicta.pl.

Thanks!

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Repository containing notebooks and python scripts used in publication "Evaluating the risk of endometriosis based on patients’ self-assessment questionnaires"

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