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Martin Bernstorff
Martin Bernstorff
PhD-student, Department for Anxiety and Depression, Aarhus University Hospital
Email confirmado em rm.dk
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The PSYchiatric clinical outcome prediction (PSYCOP) cohort: leveraging the potential of electronic health records in the treatment of mental disorders
L Hansen, KC Enevoldsen, M Bernstorff, KL Nielbo, AA Danielsen, ...
Acta Neuropsychiatrica 33 (6), 323-330, 2021
112021
A randomised trial examining cardiovascular morbidity and all-cause mortality 24 years following general health checks: the Ebeltoft Health Promotion Project (EHPP)
M Bernstorff, P Deichgræber, NH Bruun, EM Dalsgaard, M Fenger-Grøn, ...
BMJ open 9 (10), e030400, 2019
72019
Stability of diagnostic coding of psychiatric outpatient visits across the transition from the second to the third version of the Danish National Patient Registry
M Bernstorff, L Hansen, E Perfalk, AA Danielsen, SD Østergaard
Acta Psychiatrica Scandinavica 146 (3), 272-283, 2022
52022
Lexical stability of psychiatric clinical notes from electronic health records over a decade
L Hansen, K Enevoldsen, M Bernstorff, E Perfalk, AA Danielsen, ...
Acta Neuropsychiatrica, 1-11, 2023
22023
Danish Foundation Models
K Enevoldsen, L Hansen, DS Nielsen, RAF Egebæk, SV Holm, ...
arXiv preprint arXiv:2311.07264, 2023
12023
timeseriesflattener: A Python package for summarizing features from (medical) time series
M Bernstorff, K Enevoldsen, J Damgaard, A Danielsen, L Hansen
Journal of Open Source Software 8 (83), 5197, 2023
12023
Development and validation of a machine learning model for prediction of type 2 diabetes in patients with mental illness
M Bernstorff, L Hansen, K Enevoldsen, J Damgaard, F Haestrup, E Perfalk, ...
medRxiv, 2023.09. 26.23296141, 2023
12023
Pre-adolescents with multiple health complaints redeem more prescriptions: A follow-up study in the Danish National Birth Cohort
M Bernstorff, CU Rask, D Rytter, SN Hansen, BH Bech
Scandinavian Journal of Public Health 50 (8), 1071-1080, 2022
12022
Multiple health complaints in preadolescence and hospital contacts during adolescence: a prospective cohort study
M Bernstorff, CU Rask, D Rytter, SN Hansen, BH Bech
Scientific Reports 12 (1), 7412, 2022
12022
Natural language processing for electronic health records in anaesthesiology: an introduction to clinicians with recommendations and pitfalls
M Bernstorff, ST Vistisen, KC Enevoldsen
Journal of Clinical Monitoring and Computing, 1-5, 2024
2024
Receiving information on machine learning-based clinical decision support systems in psychiatric services may increase patient trust in these systems: A randomised survey …
E Perfalk, M Bernstorff, AA Danielsen, SD Østergaard
medRxiv, 2024.04. 11.24305655, 2024
2024
Predicting involuntary admission following inpatient psychiatric treatment using machine learning trained on electronic health record data
E Perfalk, JG Damgaard, M Bernstorff, L Hansen, AA Danielsen, ...
medRxiv, 2024.04. 11.24305658, 2024
2024
Danish Foundation Models: Danish Foundation Models
K Enevoldsen, L Hansen, DS Nielsen, R Egebæk, S Holm, MC Nielsen, ...
2023
Predicting Cardiovascular Disease in Psychiatric Patients: Machine Learning with Electronic Health Records
M Bernstorff, A Danielsen, S Dinesen
European Psychiatry 65 (S1), S678-S678, 2022
2022
Lexical Stability of Psychiatric Clinical Notes from Electronic Health Records over a Decade: Lexical Stability of Psychiatric Clinical Notes from Electronic Health Records …
L Hansen, K Enevoldsen, M Bernstorff, EM Perfalk, AA Danielsen, ...
2022
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