| 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 | 13 | 2021 |
| 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 | 8 | 2022 |
| 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 | 7 | 2019 |
| Danish Foundation Models K Enevoldsen, L Hansen, DS Nielsen, RAF Egebæk, SV Holm, ... arXiv preprint arXiv:2311.07264, 2023 | 5 | 2023 |
| 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 Hæstrup, E Perfalk, ... Acta Psychiatrica Scandinavica, 2024 | 4 | 2024 |
| 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 | 4 | 2023 |
| 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 | 2 | 2023 |
| 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 | 1 | 2022 |
| 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 | 1 | 2022 |
| Predicting cardiovascular disease in patients with mental illness using machine learning M Bernstorff, L Hansen, KKW Olesen, AA Danielsen, SD Østergaard European Psychiatry, 1-33, 2025 | | 2025 |
| Precision psychiatry needs causal inference M Bernstorff, OH Jefsen Acta Neuropsychiatrica, 1-5, 2024 | | 2024 |
| 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 38 (2), 241-245, 2024 | | 2024 |
| Patient trust in the use of machine learning-based clinical decision support systems in psychiatric services: A randomized survey experiment E Perfalk, M Bernstorff, AA Danielsen, SD Østergaard European Psychiatry 67 (1), e72, 2024 | | 2024 |
| Predicting diagnostic progression to schizophrenia or bipolar disorder via machine learning applied to electronic health record data L Hansen, M Bernstorff, K Enevoldsen, S Kolding, JG Damgaard, ... medRxiv, 2024.07. 02.24309828, 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 |
