PSYCOP, Aarhus Psychiatry Research

lexical-stability

Code for "Lexical Stability of Psychiatric Clinical Notes from Electronic Health Records over a Decade"

psycop-common

🌲 Monorepo for the PSYCOP research project. Prediction of disease from Electronic Health Records at Aarhus University.

psycop-feature-generation

Code for taking a time-series and collapsing it. Also includes code for assessing data quality.

psycop-ml-utils

Machine learning utilities for the PSYCOP project.

psycop-model-evaluation

Model evaluation utilities for the PSYCOP projects

psycop-model-training

Shared code for model training and evaluation.

psycop-train-test-split

Generation of train-test-split.

t2d-baseline-paper

t2d-feature-generation

Feature generation for the T2D project

timeseriesflattener

Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.

Aarhus-Psychiatry-Research/timeseriesflattener

Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.

Aarhus-Psychiatry-Research/psycop-ml-utils

Machine learning utilities for the PSYCOP project.

Aarhus-Psychiatry-Research/psycop-common

🌲 Monorepo for the PSYCOP research project. Prediction of disease from Electronic Health Records at Aarhus University.

Aarhus-Psychiatry-Research/psycop-feature-generation

Code for taking a time-series and collapsing it. Also includes code for assessing data quality.

Aarhus-Psychiatry-Research/psycop-model-training

Shared code for model training and evaluation.

Aarhus-Psychiatry-Research/care-ml

CARE-ML: Predicting the use of restraint on psychiatric inpatients using EHRs and ML. Developed by sarakolding and signekb for their Master's Thesis.

Aarhus-Psychiatry-Research/lexical-stability

Code for "Lexical Stability of Psychiatric Clinical Notes from Electronic Health Records over a Decade"

Aarhus-Psychiatry-Research/psycop-model-evaluation

Model evaluation utilities for the PSYCOP projects

Aarhus-Psychiatry-Research/psycop-train-test-split

Generation of train-test-split.

Aarhus-Psychiatry-Research/t2d-baseline-paper

Aarhus-Psychiatry-Research/t2d-feature-generation

Feature generation for the T2D project

Aarhus-Psychiatry-Research/clairvoyance

Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series

Aarhus-Psychiatry-Research/diagnostic-stability-lpr2-lpr3

Examining the stability of diagnoses across the LPR2-LPR3 transition