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@Pacmed

Pacmed

Developing machine-learning-driven decision support tools in medicine and healthcare.

Popular repositories Loading

  1. ehr_ood_detection ehr_ood_detection Public

    Pacmed Labs experiments on uncertainty estimation, focusing on unbalanced tabular data and classification tasks.

    Jupyter Notebook 21 2

  2. aisg_2019 aisg_2019 Public

    Code used for Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications

    Jupyter Notebook 3 4

  3. sensible-local-interpretations sensible-local-interpretations Public

    Uncertainty via weighting different classes.

    HTML 3 1

  4. tsfresh tsfresh Public

    Forked from blue-yonder/tsfresh

    Automatic extraction of relevant features from time series:

    Jupyter Notebook 2 1

  5. shap shap Public

    Forked from shap/shap

    A unified approach to explain the output of any machine learning model.

    Jupyter Notebook 2

  6. invasive_bp_icu_datathon_milan invasive_bp_icu_datathon_milan Public

    Accurate prediction of central blood pressure from radial blood pressure in the Intensive Care Unit

    Jupyter Notebook 2 3

Repositories

Showing 10 of 12 repositories
  • prediction-app-basic Public

    A docker/flask example applied to an Intensive Care Unit use case.

    Pacmed/prediction-app-basic’s past year of commit activity
    Python 2 MIT 0 0 3 Updated May 1, 2023
  • causal_inference Public

    A repository to collect our work on treatment effect estimation.

    Pacmed/causal_inference’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 1 6 0 Updated Jul 6, 2021
  • ehr_ood_detection Public

    Pacmed Labs experiments on uncertainty estimation, focusing on unbalanced tabular data and classification tasks.

    Pacmed/ehr_ood_detection’s past year of commit activity
    Jupyter Notebook 21 GPL-3.0 2 1 0 Updated May 26, 2021
  • interpretability-implementations-demos Public Forked from csinva/imodels

    Sklearn-compatible interpretability implementations and demos. Accompanying slides: https://bit.ly/2xxA2Lx

    Pacmed/interpretability-implementations-demos’s past year of commit activity
    Jupyter Notebook 1 125 0 0 Updated Dec 21, 2020
  • uncertainty-classification-tabular-data Public

    Experiments on uncertainty estimation for classification and risk prediction.

    Pacmed/uncertainty-classification-tabular-data’s past year of commit activity
    Python 1 1 0 0 Updated Jun 18, 2020
  • sensible-local-interpretations Public

    Uncertainty via weighting different classes.

    Pacmed/sensible-local-interpretations’s past year of commit activity
    HTML 3 1 0 0 Updated Dec 2, 2019
  • tsfresh Public Forked from blue-yonder/tsfresh

    Automatic extraction of relevant features from time series:

    Pacmed/tsfresh’s past year of commit activity
    Jupyter Notebook 2 MIT 1,235 0 0 Updated Oct 4, 2019
  • pyfim-clone Public Forked from csinva/pyfim-clone

    Clone of pyfim making it installable as a dependency. Copied from http://www.borgelt.net/pyfim.html

    Pacmed/pyfim-clone’s past year of commit activity
    C 0 4 0 0 Updated Aug 7, 2019
  • aisg_2019 Public

    Code used for Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications

    Pacmed/aisg_2019’s past year of commit activity
    Jupyter Notebook 3 4 0 0 Updated Jun 13, 2019
  • pacpong Public

    Code to run a pingpong competition in your company!

    Pacmed/pacpong’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Apr 3, 2019

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