aarhus-psychiatry-research
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Name: PSYCOP, Aarhus Psychiatry Research
Type: Organization
Bio: PSYchiatric Clinical Outcome Prediction (PSYCOP). Aarhus University Hospital - Psychiatry
Location: Aarhus, Denmark
Blog: https://www.psykiatrien.rm.dk/afdelinger/auhpsykiatrien/afdeling-for-depression-og-angst/About/
PSYCOP, Aarhus Psychiatry Research's Projects
CARE-ML: Predicting the use of restraint on psychiatric inpatients using EHRs and ML. Developed by sarakolding and signekb for their Master's Thesis.
Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
Examining the stability of diagnoses across the LPR2-LPR3 transition
Code for "Lexical Stability of Psychiatric Clinical Notes from Electronic Health Records over a Decade"
🌲 Monorepo for the PSYCOP research project. Prediction of disease from Electronic Health Records at Aarhus University.
Code for taking a time-series and collapsing it. Also includes code for assessing data quality.
Machine learning utilities for the PSYCOP project.
Model evaluation utilities for the PSYCOP projects
Shared code for model training and evaluation.
Generation of train-test-split.
Feature generation for the T2D project
Converting irregularly spaced time series, such as eletronic health records, into dataframes for tabular classification.