John Wallert
Assistant Professor | Docent
E-mail: john.wallert@ki.se
Visiting address: M48, Karolinska Universitetssjukhuset Huddinge, 14186 Stockholm
Postal address: K8 Klinisk neurovetenskap, K8 CPF Rück Wallert, 171 77 Stockholm
About me
Docent, Assistant Professor, and Clinical Psychologist at Karolinska Institutet. Team Leader for Team Modelling in Rück Research group. Course Leader for the free-standing KI course "Artificial Intelligence in Mental Healthcare".
Research
My research interests include causal modelling, predictive modelling, machine learning, psychiatry, behavioural genetics, involuntary care, psychological interventions, diagnostics, suicidology, behavioural cardiology, psychometrics, cognition, intelligence, aging, neuropsychological assessment, mental chronometry, evolutionary psychology, music, and entrainment.
Articles
- Article: JOURNAL OF AFFECTIVE DISORDERS. 2025;368:420-428
- Article: MOLECULAR PSYCHIATRY. 2024;:1-8
- Article: COGNITIVE BEHAVIOUR THERAPY. 2024;:1-15
- Article: CARDIOVASCULAR DIABETOLOGY. 2024;23(1):330
- Article: CLINICAL NEUROPSYCHOLOGIST. 2024;:1-15
- Article: INTERNATIONAL JOURNAL OF CARDIOLOGY: HEART & VASCULATURE. 2024;51:101392
- Article: PEERJ COMPUTER SCIENCE. 2024;10:e2104
- Article: BRITISH JOURNAL OF SURGERY. 2023;110(12):1618-1622
- Article: BMJ OPEN. 2023;13(10):e069427
- Article: STRESS AND HEALTH. 2023;39(4):813-827
- Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2023;75:s165
- Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2023;75:s109-s110
- Article: NEUROBIOLOGY OF AGING. 2023;129:41-49
- Article: BJOG: AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY. 2023;130(8):891-901
- Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2023;381:120-127
- Article: JOURNAL OF ALZHEIMER'S DISEASE. 2023;92(2):605-614
- Article: CNS SPECTRUMS. 2023;28(1):33-40
- Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2023;371:40-48
- Article: BEHAVIOR THERAPY. 2023;54(1):43-50
- Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2022;63:e192-e193
- Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2022;63:e138-e139
- Journal article: BJPSYCH OPEN. 2022;8(5):e176
- Article: TRANSLATIONAL PSYCHIATRY. 2022;12(1):357
- Article: DISABILITY AND REHABILITATION. 2022;44(15):3834-3842
- Article: EUROPEAN HEART JOURNAL: ACUTE CARDIOVASCULAR CARE. 2022;11(6):491-500
- Article: SCIENTIFIC REPORTS. 2022;12(1):642
- Journal article: EUROPEAN HEART JOURNAL. 2021;42(Supplement_1):ehab724.1409
- Article: AGING. 2021;13(10):13430-13442
- Article: EUROPEAN HEART JOURNAL: ACUTE CARDIOVASCULAR CARE. 2021;10(4):372-379
- Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2021;23(5):e25465
- Article: BMC GERIATRICS. 2020;20(1):93
- Article: FRONTIERS IN PSYCHOLOGY. 2020;11:600841
- Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2020;27(2):145-154
- Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2019;292:19-24
- Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2019;26(14):1510-1518
- Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2018;20(10):e10754
- Journal article: EUROPEAN HEART JOURNAL. 2018;39(suppl_1):ehy564.223
- Journal article: EUROPEAN HEART JOURNAL. 2018;39(suppl_1):ehy566.p5407
- Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2018;25(9):910-920
- Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2018;20(3):e88
- Journal article: JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY. 2018;71(11):a1884
- Article: FRONTIERS IN AGING NEUROSCIENCE. 2018;10:144
- Article: AMERICAN HEART JOURNAL. 2017;191:12-20
- Article: INTELLIGENCE. 2017;64:9-17
- Journal article: EUROPEAN HEART JOURNAL. 2017;38(suppl_1):ehx502.p2509
- Article: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2017;17(1):99
- Article: JOURNAL OF PSYCHOSOMATIC RESEARCH. 2017;97:30-37
- Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2017;24(6):639-646
- Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2017;231:13-17
- Article: FRONTIERS IN HUMAN NEUROSCIENCE. 2014;8:738
- Article: FRONTIERS IN PSYCHOLOGY. 2014;5:1011
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All other publications
- Preprint: OSF PREPRINTS. 2023
- Conference publication: EUROPEAN HEART JOURNAL. 2022;43:2325
- Review: BJPSYCH OPEN. 2022;8(5):e159
- Letter: WORLD PSYCHIATRY. 2022;21(2):315-316
- Preprint: PSYARXIV. 2022
- Preprint: SSRN ELECTRONIC JOURNAL. 2022
- Conference publication: EUROPEAN HEART JOURNAL. 2021;42:ehab724.2538-2538
- Preprint: MEDRXIV. 2021
- Conference publication: INTERNATIONAL JOURNAL OF BEHAVIORAL MEDICINE. 2021;28(SUPPL 1):S76
- Conference publication: EUROPEAN HEART JOURNAL. 2021;42:1409
- Preprint: SSRN ELECTRONIC JOURNAL. 2021
- Editorial comment: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2020;27(4):378-380
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Grants
- A population-based risk calculator for adverse outcomes after discharge from involuntary psychiatric careCIMED1 January 2025 - 1 December 2027
- PRiMED: Predicting Response after cognitive behaviour therapy in MEntal Disorders using multimodal data and machine learningThe Söderström König Foundation1 January 2023 - 31 July 2025
- Swedish Research Council for Health Working Life and Welfare1 January 2022 - 31 December 2024
- PRiSMED: Prediction of health and socioeconomic outcomes for patients with common psychiatric disordersCIMED1 January 2022 - 31 December 2024
- The Swedish Research Council (Vetenskapsrådet)1 December 2021 - 30 November 2024
- Swedish Research Council1 December 2021 - 30 November 2024
- Swedish Research Council1 January 2021 - 31 December 2021
- Swedish Research Council for Health Working Life and Welfare1 January 2020 - 31 December 2022
- Swedish Heart-Lung Foundation1 January 2020 - 31 December 2021
- PRiMED: Predicting Response after cognitive behaviour therapy in MEntal Disorders using multimodal data and machine learningThe Söderström König Foundation1 January 2020 - 31 December 2022
Employments
- Assistant Professor, Department of Clinical Neuroscience, Karolinska Institutet, 2022-2027
- Assistant Professor, Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, 2022-2026
Degrees and Education
- Docent, Karoliniska Institutet, 2024