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@Aarhus-Psychiatry-Research PSYCOP, Aarhus Psychiatry Research

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    13 repositories

    • timeseriesflattener

      Public
      Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.
      pythonmachine-learningpython3time-series-analysiselectronic-healthcare-datairregular-time-series
      Python
      •
      MIT License
      •2•20•1•7•Updated Nov 21, 2024Nov 21, 2024

    • psycop-common

      Public
      🌲 Monorepo for the PSYCOP research project. Prediction of disease from Electronic Health Records at Aarhus University.
      Python
      •
      MIT License
      •1•3•0•2•Updated Nov 19, 2024Nov 19, 2024

    • psycop-ml-utils

      Public
      Machine learning utilities for the PSYCOP project.
      machine-learninghealthcarepsychiatry
      Python
      •0•7•0•0•Updated Nov 18, 2024Nov 18, 2024

    • t2d-feature-generation

      Public archive
      Feature generation for the T2D project
      Python
      •
      MIT License
      •0•0•0•7•Updated Sep 11, 2023Sep 11, 2023

    • care-ml

      Public
      CARE-ML: Predicting the use of restraint on psychiatric inpatients using EHRs and ML. Developed by sarakolding and signekb for their Master's Thesis.
      nlp-machine-learningehr-data
      Python
      •0•0•0•0•Updated Jun 1, 2023Jun 1, 2023

    • t2d-baseline-paper

      Public
      Python
      •0•0•0•0•Updated May 12, 2023May 12, 2023

    • psycop-feature-generation

      Public archive
      Code for taking a time-series and collapsing it. Also includes code for assessing data quality.
      Python
      •0•2•0•2•Updated May 2, 2023May 2, 2023

    • psycop-model-evaluation

      Public archive
      Model evaluation utilities for the PSYCOP projects
      Python
      •
      MIT License
      •0•0•1•2•Updated May 1, 2023May 1, 2023

    • psycop-model-training

      Public archive
      Shared code for model training and evaluation.
      Python
      •
      Other
      •0•1•1•3•Updated May 1, 2023May 1, 2023

    • lexical-stability

      Public
      Code for "Lexical Stability of Psychiatric Clinical Notes from Electronic Health Records over a Decade"
      Python
      •0•0•0•0•Updated Dec 29, 2022Dec 29, 2022

    • psycop-train-test-split

      Public
      Generation of train-test-split.
      Python
      •0•0•0•0•Updated Sep 1, 2022Sep 1, 2022

    • diagnostic-stability-lpr2-lpr3

      Public
      Examining the stability of diagnoses across the LPR2-LPR3 transition
      R
      •0•0•1•0•Updated Apr 28, 2022Apr 28, 2022

    • clairvoyance

      Public
      Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •29•0•3•0•Updated Jan 17, 2022Jan 17, 2022