Research output per year
Research output per year
Personal profile
Areas of expertise
- Psychiatry
- Machine learning
- Clinical prediction
- Natural language processing
Fingerprint
Dive into the research topics where Erik Mano Perfalk is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Development and validation of a machine learning model for prediction of type 2 diabetes in patients with mental illness
Bernstorff, M., Hansen, L., Enevoldsen, K., Damgaard, J., Hæstrup, F., Perfalk, E., Danielsen, A. A. & Østergaard, S. D., Mar 2025, In: Acta Psychiatrica Scandinavica. 151, 3, p. 245-258 14 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access4 Citations (Scopus) -
Predicting Diagnostic Progression to Schizophrenia or Bipolar Disorder via Machine Learning
Hansen, L., Bernstorff, M., Enevoldsen, K., Kolding, S., Damgaard, J. G., Perfalk, E., Nielbo, K. L., Danielsen, A. A. & Østergaard, S. D., 19 Feb 2025, (E-pub / Early view) In: JAMA Psychiatry.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
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Receiving Information on Machine Learning-Based Clinical Decision Support Systems in Psychiatric Services Increases Staff Trust in These Systems: A Randomized Survey Experiment
Perfalk, E., Bernstorff, M., Danielsen, A. A. & Østergaard, S. D., 11 Feb 2025, (E-pub / Early view) In: Acta Psychiatrica Scandinavica.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Patient trust in the use of machine learning-based clinical decision support systems in psychiatric services: A randomized survey experiment
Perfalk, E., Bernstorff, M., Danielsen, A. A. & Østergaard, S. D., 25 Oct 2024, In: European psychiatry : the journal of the Association of European Psychiatrists. 67, 1, p. e72 e72.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access2 Citations (Scopus) -
Predicting involuntary admission following inpatient psychiatric treatment using machine learning trained on electronic health record data
Perfalk, E., Damgaard, J. G., Bernstorff, M., Hansen, L., Danielsen, A. A. & Østergaard, S. D., 2024, In: Psychological Medicine. 54, p. 4348-4361 14 p.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access
Press/Media
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Fremtidens læger oplever psykoser gennem VR-brille: Det er et kæmpe skridt
01/10/2022
1 Media contribution
Press/Media: Press / Media