Predicting events during the treatment of psychiatric patients by applying methods of Machine Learning and NLP (Natural Language Processing) on electronic clinical routine health data
- Conditions
- All diagnoses from spectrum F of the ICD 10.
- Registration Number
- DRKS00032383
- Lead Sponsor
- niversitätsmedizin Mainz, Klinik für Psychiatrie und Psychotherapie
- Brief Summary
Not available
- Detailed Description
Not available
Recruitment & Eligibility
- Status
- Pending
- Sex
- All
- Target Recruitment
- 5000
Inclusion Criteria
psychiatric inpatients in the Department of Psychiatry and Psychotherapy, University Hoslital Mainz and Parkklinik Schlangenbad with elecronic health records
Exclusion Criteria
patients for maintanance ECT
age under 18 years
no electronic health record available
Study & Design
- Study Type
- observational
- Study Design
- Not specified
- Primary Outcome Measures
Name Time Method length of stay
- Secondary Outcome Measures
Name Time Method critical / adverse events