Martin Bernstorff

12PUBLICATIONS
11CO-AUTHORS
Epidemiological modellingReinforcement learningCardiology (incl. cardiovascular diseases)Deep learningOral medicine and pathology
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Publications (12)

|Aug 27, 2026
Development and evaluation of machine learning models to predict mechanical restraint and related coercive measures in hospital psychiatry.

|Feb 11, 2025
Receiving Information on Machine Learning-Based Clinical Decision Support Systems in Psychiatric Services Increases Staff Trust in These Systems: A Randomized Survey Experiment.

Erik Perfalk, Martin Bernstorff, Andreas Aalkjær Danielsen

|Jan 08, 2025
Predicting cardiovascular disease in patients with mental illness using machine learning.

Martin Bernstorff, Lasse Hansen, Kevin Kris Warnakula Olesen

|Nov 18, 2024
Predicting involuntary admission following inpatient psychiatric treatment using machine learning trained on electronic health record data.

Erik Perfalk, Jakob Grøhn Damgaard, Martin Bernstorff

|Oct 25, 2024
Patient trust in the use of machine learning-based clinical decision support systems in psychiatric services: A randomized survey experiment.

Erik Perfalk, Martin Bernstorff, Andreas Aalkjær Danielsen

|Apr 04, 2024
Development and validation of a machine learning model for prediction of type 2 diabetes in patients with mental illness.

Martin Bernstorff, Lasse Hansen, Kenneth Enevoldsen

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Frequent Collaborators

9 joint publications

Andreas Aalkjaer Danielsen

9 joint publications

Søren Dinesen Østergaard

7 joint publications

Lasse Hansen

6 joint publications

Erik Perfalk