John Wallert

About me
Publications
Grants
CV
Public outreach and news

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
Early change in specific depression symptoms and later outcome in internet-delivered psychotherapy for depression: A cohort study and cross-lagged network analysis
Johansson F; Flygare O; Backman J; Fondberg R; Axelsson E; Forsell E; Cervin M; Kaldo V; Ruck C; Wallert J
Article: MOLECULAR PSYCHIATRY. 2024;:1-8
A burden of rare copy number variants in obsessive-compulsive disorder
Halvorsen MW; de Schipper E; Baeckman J; Strom NI; Hagen K; Lindblad-Toh K; Karlsson EK; Pedersen NL; Wallert J; Bulik CM; Fundin B; Landen M; Kvale G; Hansen B; Haavik J; Mattheisen M; Rueck C; Mataix-Cols D; Crowley JJ
Article: COGNITIVE BEHAVIOUR THERAPY. 2024;:1-15
Sub-groups of emotion dysregulation in youth with nonsuicidal self-injury: latent profile analysis of a randomized controlled trial
Flygare O; Ojala O; Ponten M; Klintwall L; Karemyr M; Sjoblom K; Wallert J; Hellner C; Nilbrink J; Bellander M; Bjureberg J
Article: CARDIOVASCULAR DIABETOLOGY. 2024;23(1):330
Structured diabetes care routines in cardiac rehabilitation are associated with increased diabetes detection and improved treatment after myocardial infarction: a nationwide observational study
Sharad B; Eckerdal N; Magnusson M; Michelsen HO; Jujic A; Lidin M; Mellbin L; Shaat N; Pingel R; Wallert J; Hagstrom E; Leosdottir M
Article: CLINICAL NEUROPSYCHOLOGIST. 2024;:1-15
Methods for assessment of rey auditory verbal learning test performance in memory clinic patients and healthy adults - at the cross-roads of learning theory and clinical utility
Almkvist O; Rennie A; Westman E; Wallert J; Ekman U
Article: INTERNATIONAL JOURNAL OF CARDIOLOGY: HEART & VASCULATURE. 2024;51:101392
Provision of professional interpreters and Heart School attendance for foreign-born compared with native-born myocardial infarction patients in Sweden
Zwackman S; Leosdottir M; Hagstrom E; Jernberg T; Karlsson J-E; Lawesson SS; Michelsen HO; Ravn-Fischer A; Wallert J; Alfredsson J
Article: PEERJ COMPUTER SCIENCE. 2024;10:e2104
Deep learning-based dimensional emotion recognition for conversational agent-based cognitive behavioral therapy
Striegl J; Richter JW; Grossmann L; Brastad B; Gotthardt M; Ruck C; Wallert J; Loitsch C
Article: BRITISH JOURNAL OF SURGERY. 2023;110(12):1618-1622
Psychiatric co-morbidity and substance abuse after gastric bypass surgery
Svensson CJ; Gang KW; Wallert J; Rueck C; Lundberg CE
Article: BMJ OPEN. 2023;13(10):e069427
Swedish multimodal cohort of patients with anxiety or depression treated with internet-delivered psychotherapy (MULTI-PSYCH)
Boberg J; Kaldo V; Mataix-Cols D; Crowley JJ; Roelstraete B; Halvorsen M; Forsell E; Isacsson NH; Sullivan PF; Svanborg C; Andersson EH; Lindefors N; Kravchenko O; Mattheisen M; Danielsdottir HB; Ivanova E; Boman M; Fernandez de la Cruz L; Wallert J; Ruck C
Article: STRESS AND HEALTH. 2023;39(4):813-827
Characterization of exhaustion disorder and identification of outcomes that matter to patients: Qualitative content analysis of a Swedish national online survey
Lindsater E; Svardman F; Rosquist P; Wallert J; Ivanova E; Lekander M; Soderholm A; Ruck C
Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2023;75:s165
POLYGENIC RISK SCORES FOR PREDICTING SYMPTOM CHANGE AFTER INTERNET-DELIVERED COGNITIVE BEHAVIORAL THERAPY FOR DEPRESSION AND ANXIETY DISORDERS
Kravchenko O; Boberg J; Mataix-Cols D; Crowley J; Halvorsen M; Wallert J; Ruck C
Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2023;75:s109-s110
EXPLORING THE CONTRIBUTION OF POLYGENIC RISK SCORES TO EXPLAINING VARIANCE IN SYMPTOM LEVEL AFTER INTERNET-DELIVERED COGNITIVE BEHAVIORAL THERAPY FOR DEPRESSION AND ANXIETY DISORDERS
Kravchenko O; Boberg J; Mataix-Cols D; Crowley J; Halvorsen M; Wallert J; Ruck C
Article: NEUROBIOLOGY OF AGING. 2023;129:41-49
Comparing three neuropsychological subgrouping approaches in subjective and mild cognitive impairment from a naturalistic multicenter study
Rennie A; Ekman U; Wallert J; Muehlboeck J-S; Eriksdotter M; Wahlund L-O; Ferreira D; Westman E
Article: BJOG: AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY. 2023;130(8):891-901
Pre-pregnancy participation and performance in world's largest cross-country ski race as a proxy for physical exercise and fitness, and perinatal outcomes: Prospective registry-based cohort study
Axfors C; Wikstrom A-K; Poromaa IS; Hallmarker U; Michaelsson K; Wallert J; White RAA; Skalkidou A
Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2023;381:120-127
Association of anxiety or depression with risk of recurrent cardiovascular events and death after myocardial infarction: A nationwide registry study
Flygare O; Boberg J; Ruck C; Hofmann R; Leosdottir M; Mataix-Cols D; Fernandez de la Cruz L; Richman P; Wallert J
Article: JOURNAL OF ALZHEIMER'S DISEASE. 2023;92(2):605-614
The Association Between Temporal Atrophy and Episodic Memory Is Moderated by Education in a Multi-Center Memory Clinic Sample
Gyllenhammar M; Rennie A; Padilla DF; Wallert J; Rydstrom A; Wahlund L-O; Eriksdotter M; Westman E; Ekman U
Article: CNS SPECTRUMS. 2023;28(1):33-40
Executive functioning in body dysmorphic disorder and obsessive-compulsive disorder
Chen LL; Flygare O; Wallert J; Enander J; Ivanov VZ; Ruck C; Djurfeldt D
Article: BEHAVIOR THERAPY. 2023;54(1):43-50
Empirically Defining Treatment Response and Remission in Obsessive-Compulsive Disorder Using the Obsessive-Compulsive Inventory-Revised
Flygare O; Wallert J; Chen L-L; Fernandez de la Cruz L; Lundstroem L; Mataix-Cols D; Rack C; Andersson E
Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2022;63:e192-e193
T45. POLYGENIC RISK SCORES, DATA-DRIVEN LONGITUDINAL CLUSTERS OF WEEKLY SYMPTOM TRAJECTORIES, AND POST PSYCHOTHERAPY REMISSION IN MAJOR DEPRESSIVE DISORDER
Wallert J; Boberg J; Kravchenko O; Kaldo V; Mataix-Cols D; Crowley J; Rück C
Journal article: EUROPEAN NEUROPSYCHOPHARMACOLOGY. 2022;63:e138-e139
MULTI-PSYCH - A MULTIMODAL DATA PROJECT FOR DEPRESSION AND ANXIETY DISORDERS IN SWEDISH ROUTINE CLINICAL CARE
Wallert J; Boberg J; Kaldo V; Roelstraete B; Crowley J; Halvorsen M; Isacsson NH; Sullivan P; Kravchenko O; Mattheisen M; Ivanova E; Boman M; Fernandez de la Cruz L; Mataix-Cols D; Ruck C
Journal article: BJPSYCH OPEN. 2022;8(5):e176
Exhaustion disorder: scoping review of research on a recently introduced stress-related diagnosis (8, pg e159, 2022)
Lindsater E; Svardman F; Wallert J; Ivanova E; Soderholm A; Fondberg R; Nilsonne G; Cervenka S; Lekander M; Ruck C
Article: TRANSLATIONAL PSYCHIATRY. 2022;12(1):357
Predicting remission after internet-delivered psychotherapy in patients with depression using machine learning and multi-modal data
Wallert J; Boberg J; Kaldo V; Mataix-Cols D; Flygare O; Crowley JJ; Halvorsen M; Ben Abdesslem F; Boman M; Andersson E; Isacsson NH; Ivanova E; Ruck C
Article: DISABILITY AND REHABILITATION. 2022;44(15):3834-3842
Self-perceived cognitive status and cognitive challenges associated with cardiac rehabilitation management: experiences of elderly myocardial infarction patients
Liljeroos T; Puthoopparambil SJ; Wallert J; Held C; Olsson EMG
Article: EUROPEAN HEART JOURNAL: ACUTE CARDIOVASCULAR CARE. 2022;11(6):491-500
Association between β-blocker dose and quality of life after myocardial infarction: a real-world Swedish register-linked study
Humphries S; Wallert J; Mars K; Held C; Hofmann R; Olsson EMG
Article: SCIENTIFIC REPORTS. 2022;12(1):642
Improving smoking cessation after myocardial infarction by systematically implementing evidence-based treatment methods
Leosdottir M; Warjerstam S; Michelsen HO; Schlyter M; Hag E; Wallert J; Larsson M
Journal article: EUROPEAN HEART JOURNAL. 2021;42(Supplement_1):ehab724.1409
Improving smoking cessation after myocardial infarction by systematically implementing evidence-based treatment methods: a prospective observational cohort study
Leosdottir M; Warjerstam S; Michelsen HO; Schlyter M; Hag E; Wallert J; Larsson M
Article: AGING. 2021;13(10):13430-13442
Cognitive dedifferentiation as a function of cognitive impairment in the ADNI and MemClin cohorts
Wallert J; Rennie A; Ferreira D; Muehlboeck J-S; Wahlund L-O; Westman E; Ekman U
Article: EUROPEAN HEART JOURNAL: ACUTE CARDIOVASCULAR CARE. 2021;10(4):372-379
Association between β-blocker dose and cardiovascular outcomes after myocardial infarction: insights from the SWEDEHEART registry
Mars K; Wallert J; Held C; Humphries S; Pingel R; Jernberg T; Olsson EMG; Hofmann R
Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2021;23(5):e25465
Internet-Based Cognitive Behavioral Therapy for Patients Reporting Symptoms of Anxiety and Depression After Myocardial Infarction: U-CARE Heart Randomized Controlled Trial Twelve-Month Follow-up
Humphries SM; Wallert J; Norlund F; Wallin E; Burell G; von Essen L; Held C; Olsson EMG
Article: BMC GERIATRICS. 2020;20(1):93
The MemClin project: a prospective multi memory clinics study targeting early stages of cognitive impairment
Ekman U; Ferreira D; Muehlboeck J-S; Wallert J; Rennie A; Eriksdotter M; Wahlund L-O; Westman E
Article: FRONTIERS IN PSYCHOLOGY. 2020;11:600841
Evaluation of a Novel Psychological Intervention Tailored for Patients With Early Cognitive Impairment (PIPCI): Study Protocol of a Randomized Controlled Trial
Ekman U; Kemani MK; Wallert J; Wicksell RK; Holmstrom L; Ngandu T; Rennie A; Akenine U; Westman E; Kivipelto M
Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2020;27(2):145-154
Attending Heart School and long-term outcome after myocardial infarction: A decennial SWEDEHEART registry study
Wallert J; Olsson EMG; Pingel R; Norlund F; Leosdottir M; Burell G; Held C
Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2019;292:19-24
Cardiac rehabilitation goal attainment after myocardial infarction with versus without diabetes: A nationwide registry study
Wallert J; Mitchell A; Held C; Hagstrom E; Leosdottir M; Olsson EG
Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2019;26(14):1510-1518
Persistent emotional distress after a first-time myocardial infarction and its association to late cardiovascular and non-cardiovascular mortality
Lissaker CT; Norlund F; Wallert J; Held C; Olsson EMG
Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2018;20(10):e10754
Predicting Adherence to Internet-Delivered Psychotherapy for Symptoms of Depression and Anxiety After Myocardial Infarction: Machine Learning Insights From the U-CARE Heart Randomized Controlled Trial
Wallert J; Gustafson E; Held C; Madison G; Norlund F; von Essen L; Olsson EMG
Journal article: EUROPEAN HEART JOURNAL. 2018;39(suppl_1):ehy564.223
223The secondary preventive heart school intervention and long-term outcome after myocardial infarction
Wallert J; Olsson E; Norlund F; Pingel R; Leosdottir M; Burell G; Held C
Journal article: EUROPEAN HEART JOURNAL. 2018;39(suppl_1):ehy566.p5407
P5407Predicting adherence to internet-delivered cognitive behaviour therapy for comorbid symptoms of depression and anxiety after myocardial infarction
Wallert J; Gustavson E; Held C; Madison G; Norlund F; Von Essen L; Olsson E
Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2018;25(9):910-920
Factors associated with emotional distress in patients with myocardial infarction: Results from the SWEDEHEART registry
Norlund F; Lissaker C; Wallert J; Held C; Olsson EMG
Article: JOURNAL OF MEDICAL INTERNET RESEARCH. 2018;20(3):e88
Internet-Based Cognitive Behavioral Therapy for Symptoms of Depression and Anxiety Among Patients With a Recent Myocardial Infarction: The U-CARE Heart Randomized Controlled Trial
Norlund F; Wallin E; Olsson EMG; Wallert J; Burell G; von Essen L; Held C
Journal article: JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY. 2018;71(11):a1884
WEB-BASED COGNITIVE BEHAVIOR THERAPY FOR DEPRESSION AND ANXIETY AMONG PATIENTS WITH A RECENT MYOCARDIAL INFARCTION: THE U-CARE HEART RANDOMIZED TRIAL
Norlund F; Wallin E; Olsson E; Walled J; Burell G; Held C
Article: FRONTIERS IN AGING NEUROSCIENCE. 2018;10:144
Differentiating Patients at the Memory Clinic With Simple Reaction Time Variables: A Predictive Modeling Approach Using Support Vector Machines and Bayesian Optimization
Wallert J; Westman E; Ulinder J; Annerstedt M; Terzis B; Ekman U
Article: AMERICAN HEART JOURNAL. 2017;191:12-20
Temporal changes in myocardial infarction incidence rates are associated with periods of perceived psychosocial stress: A SWEDEHEART national registry study
Wallert J; Held C; Madison G; Olsson EMG
Article: INTELLIGENCE. 2017;64:9-17
The worst performance rule with elderly in abnormal cognitive decline
Wallert J; Ekman U; Westman E; Madison G
Journal article: EUROPEAN HEART JOURNAL. 2017;38(suppl_1):ehx502.p2509
P2509Associations of emotional distress in patients with first myocardial infarction. Results from SWEDEHEART registry
Norlund F; Lissaker C; Olsson EM; Wallert J; Held C
Article: BMC MEDICAL INFORMATICS AND DECISION MAKING. 2017;17(1):99
Predicting two-year survival versus non-survival after first myocardial infarction using machine learning and Swedish national register data
Wallert J; Tomasoni M; Madison G; Held C
Article: JOURNAL OF PSYCHOSOMATIC RESEARCH. 2017;97:30-37
Emotional distress as a predictor of statin non-adherence among Swedish first-time myocardial infarction patients, 2006-2013
Lissaker CT; Wallert J; Held C; Olsson E
Article: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2017;24(6):639-646
Young adulthood cognitive ability predicts statin adherence in middle-aged men after first myocardial infarction: A Swedish National Registry study
Wallert J; Lissaker C; Madison G; Held C; Olsson E
Article: INTERNATIONAL JOURNAL OF CARDIOLOGY. 2017;231:13-17
Cognitive ability, lifestyle risk factors, and two-year survival in first myocardial infarction men: A Swedish National Registry study
Wallert J; Madison G; Held C; Olsson E
Article: FRONTIERS IN HUMAN NEUROSCIENCE. 2014;8:738
Recovery after aerobic exercise is manipulated by tempo change in a rhythmic sound pattern, as indicated by autonomic reaction on heart functioning
Wallert J; Madison G
Article: FRONTIERS IN PSYCHOLOGY. 2014;5:1011
Feminist activist women are masculinized in terms of digit-ratio and social dominance: a possible explanation for the feminist paradox
Madison G; Aasa U; Wallert J; Woodley MA
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All other publications

Preprint: RESEARCH SQUARE. 2024
Structured diabetes care routines in cardiac rehabilitation are associated with increased diabetes detection and improved treatment after myocardial infarction: a nationwide observational study
Sharad B; Eckerdal N; Magnusson M; Michelsen HÖ; Jujic A; Lidin M; Mellbin L; Shaat N; Pingel R; Wallert J; Hagström E; Leosdottir M
Preprint: OSF PREPRINTS. 2024
Early Change in Specific Depression Symptoms and Later Outcome in Internet-Delivered Psychotherapy for Depression: A Cohort Study and Cross-Lagged Network Analysis
Johansson F; Flygare O; Bäckman J; Fondberg R; Axelsson E; Forsell E; Cervin M; Kaldo V; Ruck C; Wallert J
Preprint: RESEARCH SQUARE. 2024
Educational attainment polygenic risk score and symptom severity change after Internet-delivered cognitive behaviour therapy for depression and anxiety
Bäckman J; Wallert J; Halvorsen M; Crowley J; Mataix-Cols D; Rück C
Preprint: RESEARCH SQUARE. 2024
Clinical, genetic, and sociodemographic predictors of symptom severity after internet-delivered cognitive behavioural therapy for depression and anxiety
Kravchenko O; Boberg J; Mataix-Cols D; Crowley J; Halvorsen M; Sullivan P; Wallert J; Rück C
Preprint: OSF PREPRINTS. 2023
Deep Learning-based Dimensional Emotion Recognition for Conversational Agent-based Cognitive Behavioral Therapy
Striegl J; Richter JW; Grossmann L; Bråstad B; Gotthardt M; Ruck C; Wallert J; Loitsch C
Preprint: MEDRXIV. 2023
Provision of professional interpreters and Heart School attendance for foreign-born compared with native-born myocardial infarction patients in Sweden
Zwackman S; Leosdottir M; Hagström E; Jernberg T; Karlsson J-E; Lawesson SS; Michelsen HÖ; Ravn-Fischer A; Wallert J; Alfredsson J
Preprint: PSYARXIV. 2023
Sub-types of emotion dysregulation in youth with nonsuicidal self-injury: Latent class analysis of a randomized controlled trial
Flygare O; Ojala O; Ponten M; Klintwall L; Karemyr M; Sjöblom K; Wallert J; Hellner C; Nilbrink J; Bellander M; Bjureberg J
Conference publication: EUROPEAN HEART JOURNAL. 2022;43:2325
Clinical routines for diabetes screening and treatment in cardiac rehabilitation improves detection and treatment of diabetes mellitus in patients with myocardial infarction
Sharad B; Magnusson M; Michelsen HO; Jujic A; Lidin M; Mellbin L; Shaat N; Wallert J; Hagstrom E; Leosdottir M
Review: BJPSYCH OPEN. 2022;8(5):e159
Exhaustion disorder: scoping review of research on a recently introduced stress-related diagnosis
Lindsater E; Svardman F; Wallert J; Ivanova EN; Soderholm A; Fondberg R; Nilsonne G; Cervenka S; Lekander M; Ruck C
Letter: WORLD PSYCHIATRY. 2022;21(2):315-316
Empirical severity benchmarks for obsessive-compulsive disorder across the lifespan
Cervin M; Mataix-Cols D
Preprint: PSYARXIV. 2022
Empirically defining treatment response and remission in obsessive-compulsive disorder using the Obsessive-Compulsive Inventory-Revised
Flygare O; Wallert J; Chen L-L; Fernández de la Cruz L; Lundström L; Mataix-Cols D; Ruck C; Andersson E
Preprint: PSYARXIV. 2022
Exhaustion Disorder: A Scoping Review of Research on a Recently Introduced Stress-Related Diagnosis
Lindsäter E; Svärdman F; Wallert J; Ivanova EN; Söderholm A; Fondberg R; Nilsonne G; Cervenka S; Lekander M; Ruck C
Preprint: SSRN ELECTRONIC JOURNAL. 2022
Organizational and Patient-Level Predictors for Attaining Key Risk Factor Targets in Cardiac Rehabilitation after Myocardial Infarction: The Perfect-CR Study
Ogmundsdottir Michelsen H; Henriksson P; Wallert J; Bäck M; Sjölin I; Schlyter M; Hagström E; Kiessling A; Held C; Hag E; Nilsson L; Schiopu A; Zaman J; Leosdottir M
Conference publication: EUROPEAN HEART JOURNAL. 2021;42:2538
Organizational and patient-level predictors for reaching key risk factor targets in cardiac rehabilitation after myocardial infarction - the perfect-CR study
Michelsen HO; Henriksson P; Wallert J; Back M; Sjolin I; Schlyter M; Hagstrom E; Kiessling A; Held C; Hag E; Nilsson L; Schiopu A; Zaman MJ; Leosdottir M
Preprint: RESEARCH SQUARE. 2021
Improving Smoking Cessation After Myocardial Infarction by Systematically Implementing Evidence-Based Treatment Methods: A Retrospective Observational Cohort Study
Leosdottir M; Wärjerstam S; Michelsen H; Schlyter M; Hag E; Wallert J; Larsson M
Preprint: RESEARCH SQUARE. 2021
Improving Smoking Cessation After Myocardial Infarction by Systematically Implementing Evidence-Based Treatment Methods: A Retrospective Observational Cohort Study
Leosdottir M; Wärjerstam S; Michelsen HÖ; Schlyter M; Hag E; Wallert J; Larsson M
Preprint: MEDRXIV. 2021
Predicting remission after internet-delivered psychotherapy in patients with depression using machine learning and multi-modal data
Wallert J; Boberg J; Kaldo V; Mataix-Cols D; Flygare O; Crowley J; Halvorsen M; Abdesslem FB; Boman M; Andersson E; Isacsson NH; Ivanova E; Rück C
Preprint: MEDRXIV. 2021
Executive functioning in Body Dysmorphic Disorder and Obsessive-Compulsive Disorder
Chen LL; Flygare O; Wallert J; Enander J; Ivanov V; Rück C; Djurfeldt D
Conference publication: INTERNATIONAL JOURNAL OF BEHAVIORAL MEDICINE. 2021;28(SUPPL 1):S76
Behavioural challenges after myocardial infarction
Olsson E; Wallert J; Norlund F; Lissaker C; Humphries S; Held C
Conference publication: EUROPEAN HEART JOURNAL. 2021;42:1409
Improving smoking cessation after myocardial infarction by systematically implementing evidence-based treatment methods: a prospective observational cohort study
Leosdottir M; Warjerstam S; Michelsen HO; Schlyter M; Hag E; Wallert J; Larsson M
Preprint: SSRN ELECTRONIC JOURNAL. 2021
Association Between β-Blocker Dose with Quality of Life after Myocardial Infarction
Humphries SM; Wallert J; Mars K; Held C; Hofmann R; Olsson E
Preprint: JMIR PREPRINTS. 2020
Internet-Based Cognitive Behavioral Therapy for Patients Reporting Symptoms of Anxiety and Depression After Myocardial Infarction: U-CARE Heart Randomized Controlled Trial Twelve-Month Follow-up (Preprint)
Humphries SM; Wallert J; Norlund F; Wallin E; Burell G; von Essen L; Held C; Olsson EMG
Editorial comment: EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY (EJPC). 2020;27(4):378-380
Psycho-affective pathology in adults with congenital heart disease: Important progress is being made within a challenging field
Wallert J; Held C; Madison G; Olsson E
Preprint: JMIR PREPRINTS. 2018
Machine Learning for Predicting Adherence to Internet-Delivered Psychotherapy for Symptoms of Depression and Anxiety after Myocardial Infarction: Insights from the U-CARE Heart Trial (Preprint)
Wallert J; Gustafson E; Held C; Madison G; Norlund F; von Essen L; Olsson EMG
Preprint: JMIR PREPRINTS. 2017
Internet-Based Cognitive Behavioral Therapy for Symptoms of Depression and Anxiety Among Patients With a Recent Myocardial Infarction: The U-CARE Heart Randomized Controlled Trial (Preprint)
Norlund F; Wallin E; Olsson EMG; Wallert J; Burell G; von Essen L; Held C
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Grants

A population-based risk calculator for adverse outcomes after discharge from involuntary psychiatric care
CIMED
1 January 2025 - 1 December 2027
PRiMED: Predicting Response after cognitive behaviour therapy in MEntal Disorders using multimodal data and machine learning
The Söderström König Foundation
1 January 2023 - 31 July 2025
PRiSMED: Prediction of health and socioeconomic outcomes for patients with common psychiatric disorders
CIMED
1 January 2022 - 31 December 2024
Saving lives: Constructing a nationwide cohort with multimodal data to improve precision in prediction and prevention of suicide
Swedish Research Council for Health Working Life and Welfare
1 January 2022 - 31 December 2024
Risk factors for suicide among psychiatric patients that have experienced compulsory mental care
The Swedish Research Council (Vetenskapsrådet)
1 December 2021 - 30 November 2024
Risk factors for suicide among psychiatric patients that have experienced compulsory mental care
Swedish Research Council
1 December 2021 - 30 November 2024
Chronic Stress: National collaboration for evidence-based care
Swedish Research Council
1 January 2021 - 31 December 2021
Effects and costs regarding optimal cardiac rehabilitation after myocardial infarction – the Perfect CR study
Swedish Research Council for Health Working Life and Welfare
1 January 2020 - 31 December 2022
PRiMED: Predicting Response after cognitive behaviour therapy in MEntal Disorders using multimodal data and machine learning
The Söderström König Foundation
1 January 2020 - 31 December 2022
Effects and costs regarding optimal cardiac rehabilitation after myocardial infarction the Perfect CR study
Swedish Heart-Lung Foundation
1 January 2020 - 31 December 2021

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

About me

Research

Articles

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Grants

Employments

Degrees and Education

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