Nils Hentati Isacsson

About me
Publications
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Public outreach and news

About me

PhD and licensed psychologist.

Research

Methodological concerns in predicting self-rated symptom outcomes.

Articles

Article: INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH. 2025;40:100816
Study protocol for a triple-blind randomised controlled trial evaluating a machine learning-based predictive clinical decision support tool for internet-delivered cognitive behaviour therapy (ICBT) for depression and anxiety
Bjurner P; Isacsson NH; Ben Abdesslem F; Boman M; Forsell E; Kaldo V
Article: JOURNAL OF CONSULTING AND CLINICAL PSYCHOLOGY. 2025;93(3):176-190
Accuracy of Therapists' Predictions of Outcome in Internet-Delivered Cognitive Behavior Therapy for Depression and Anxiety in Routine Psychiatric Care
Forsell E; Mattsson S; Hentati Isacsson N; Kaldo V
Article: COGNITIVE BEHAVIOUR THERAPY. 2025;54(1):78-95
Improvements in emotion regulation during cognitive behavior therapy predict subsequent social anxiety reductions
Garke MA; Isacsson NH; Kolbeinsson O; Hesser H; Mansson KNT
Article: INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH. 2024;38:100773
Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT
Isacsson NH; Zantvoort K; Forsell E; Boman M; Kaldo V
Article: COMMUNICATIONS MEDICINE. 2024;4(1):196
Methodological choices and clinical usefulness for machine learning predictions of outcome in Internet-based cognitive behavioural therapy
Isacsson NH; Ben Abdesslem F; Forsell E; Boman M; Kaldo V
Article: DIGITAL HEALTH. 2024;10:20552076241248920
Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions
Zantvoort K; Isacsson NH; Funk B; Kaldo V
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: ADDICTION. 2023;118(6):1053-1061
Striatal dopamine D2 receptor availability as a predictor of subsequent alcohol use in social drinkers
Jangard S; Jayaram-Lindstrom N; Isacsson NH; Matheson GJ; Plaven-Sigray P; Franck J; Borg J; Farde L; Cervenka S
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
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: JOURNAL OF CLINICAL PSYCHOLOGY. 2022;78(2):201-217
Measures of emotion regulation: Convergence and psychometric properties of the difficulties in emotion regulation scale and emotion regulation questionnaire
Sorman K; Garke MA; Isacsson NH; Jangard S; Bjureberg J; Hellner C; Sinha R; Jayaram-Lindstrom N
Article: COGNITIVE BEHAVIOUR THERAPY. 2022;51(1):72-88
Very long-term outcome of cognitive behavioral therapy for insomnia: one- and ten-year follow-up of a randomized controlled trial
Jernelov S; Blom K; Isacsson NH; Bjurner P; Rosen A; Kraepelien M; Forsell E; Kaldo V
Article: JOURNAL OF SLEEP RESEARCH. 2021;30(5):e13376
An investigation and replication of sleep-related cognitions, acceptance and behaviours as predictors of short- and long-term outcome in cognitive behavioural therapy for insomnia
Blom K; Hentati Isacsson N; Forsell E; Rosen A; Kraepelien M; Jernelov S; Kaldo V
Article: SLEEP MEDICINE. 2021;81:365-374
A very brief self-report scale for measuring insomnia severity using two items from the Insomnia Severity Index-development and validation in a clinical population
Kraepelien M; Blom K; Forsell E; Isacsson NH; Bjurner P; Morin CM; Jernelov S; Kaldo V
Article: PSYCHIATRY RESEARCH. 2021;296:113662
Emotion dysregulation across levels of substance use
Garke MA; Isacsson NH; Sorman K; Bjureberg J; Hellner C; Gratz KL; Berghoff CR; Sinha R; Tull MT; Jayaram-Lindstrom N
Article: JOURNAL OF CONSULTING AND CLINICAL PSYCHOLOGY. 2020;88(4):311-321
Predicting Treatment Failure in Regular Care Internet-Delivered Cognitive Behavior Therapy for Depression and Anxiety Using Only Weekly Symptom Measures
Forsell E; Isacsson N; Blom K; Jernelov S; Ben Abdesslem F; Lindefors N; Boman M; Kaldo V
Journal article: PROGRESS IN ARTIFICIAL INTELLIGENCE. 2019;8(4):475-485
Learning machines in Internet-delivered psychological treatment
Boman M; Ben Abdesslem F; Forsell E; Gillblad D; Gornerup O; Isacsson N; Sahlgren M; Kaldo V
Article: JOURNAL OF AFFECTIVE DISORDERS. 2019;257:615-622
Development of a very brief scale for detecting and measuring panic disorder using two items from the Panic Disorder Severity Scale-Self Report
Forsell E; Kraepelien M; Blom K; Isacsson N; Jernelov S; Svanborg C; Rosen A; Kaldo V

All other publications

Doctoral thesis: 2025
Predictive modeling of psychiatric symptom outcomes in psychological treatment : a methodological evaluation
Hentati Isacsson N
Preprint: RESEARCH SQUARE. 2024
Study protocol for a triple-blind randomised controlled trial evaluating a machine learning-based predictive clinical decision support tool for internet-delivered cognitive behaviour therapy (ICBT) for depression and anxiety
Bjurner P; Isacsson NH; Abdesslem FB; Boman M; Forsell E; Kaldo V
Study protocol: BMC HEALTH SERVICES RESEARCH. 2023;23(1):1188
Primary Care Behavioral Health in Sweden - a protocol of a cluster randomized trial evaluating outcomes related to implementation, organization, and patients (KAIROS)
von Cederwald AF; Lilja JL; Isacsson NH; Kaldo V
Preprint: RESEARCH SQUARE. 2023
Primary Care Behavioral Health in Sweden – A Cluster Randomized Trial Evaluating Outcomes Related to Implementation, Organization, and Patients (KAIROS) – Study Protocol
von Cederwald AF; Lilja JL; Isacsson NH; Kaldo V
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
Meeting abstract: EUROPEAN PSYCHIATRY. 2021;64:S20
AI-driven adaptive treatment strategies in internet-delivered CBT
Kaldo V; Isacsson N; Forsell E; Bjurner P; Ben Abdesslem F; Boman M
Conference publication: 16TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EACL 2021). 2021;:575-580
Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy
Gogoulou E; Boman M; Ben Abdesslem F; Isacsson N; Kaldo V; Sahlgren M
Meeting abstract: BIOLOGICAL PSYCHIATRY. 2018;83(9):s130-s131
Brain Before Behavior: Temporal Dynamics in the Treatment of Social Anxiety - Neural Changes Occur Early and Precede Clinical Improvement
Mansson K; Wager TD; Isacsson N; Kolbeinsson O; Andersson G; Fischer H; Furmark T

Employments

Statistician, Department of Medicine, Huddinge, Karolinska Institutet, 2025-

Degrees and Education

Degree Of Doctor Of Philosophy, Department of Clinical Neuroscience, Karolinska Institutet, 2025

About me

Research

Articles

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