Joran Lokkerbol - Publications, H-index & Citations

Joran Lokkerbol

Trimbos Institute

21H指数

90论文数

1.7K被引数

收录论文 25

发表时间

Prediction of Depression Relapse Using Machine Learning With Administrative Data: Balancing Complexity and Simplicity 基于行政数据利用机器学习预测抑郁症复发：平衡复杂性与简单性

Quality and Reliability Engineering International

IF2.8

2025-12-01

PREAI

Von Stackelberg, Paulina; Goedhart, Rob; Huberts, Leo C. E.; Lokkerbol, Joran; Birbil, S. Ilker

Trial-based economic evaluation of a multicomponent positive psychology intervention for euthymic patients with bipolar disorder

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2025-06-15

PREAI

Kleijburg, Anne; Klein, Frederique; Wijnen, Ben; Lokkerbol, Joran; ten Klooster, Peter M.; Bohlmeijer, Ernst T.; Kraiss, Jannis T.

DAPS diagrams for defining Data Science projects

JOURNAL OF BIG DATA

IF6.4

2024-04-12

OAAI

de Mast, Jeroen; Lokkerbol, Joran

The economic burden of mental disorders: results from the Netherlands mental health survey and incidence study-2

EUROPEAN JOURNAL OF HEALTH ECONOMICS

IF3

2023-10-24

PREAI

Wijnen, B. F. M.; Ten Have, M.; de Graaf, R.; van der Hoek, H. J.; Lokkerbol, J.; Smit, Filip

Closing the gap between screening and depression prevention: a qualitative study on barriers and facilitators from the perspective of public health professionals in a school-based prevention approach

BMC PUBLIC HEALTH

IF3.6

2023-05-12

OAAI

Braam, Marloes W. G.; Rasing, Sanne P. A.; Heijs, Dewi A. M.; Lokkerbol, Joran; van Bergen, Diana D.; Creemers, Daan H. M.; Spijker, Jan

Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study

JMIR MEDICAL INFORMATICS

IF3.8

2023-01-01

OAAI

Van Mens, Kasper; Lokkerbol, Joran; Wijnen, Ben; Janssen, Richard; de Lange, Robert; Tiemens, Bea

(Cost)-effectiveness and implementation of integrated community-based care for patients with severe mental illness: a study protocol

BMC PSYCHIATRY

IF3.6

2022-11-11

OAAI

Kleijburg, Anne; Wijnen, Ben; Evers, Silvia M. A. A.; Kroon, Hans; Lokkerbol, Joran

Designing and testing of a health-economic Markov model to assess the cost-effectiveness of treatments for Bipolar disorder: TiBipoMod

FRONTIERS IN PSYCHIATRY

IF3.2

2022-11-10

OAAI

Kleijburg, Anne; Lokkerbol, Joran; Regeer, Eline J.; Geerling, Bart; Evers, Silvia M. A. A.; Kroon, Hans; Wijnen, Ben

Comparing machine learning to a rule-based approach for predicting suicidal behavior among adolescents: Results from a longitudinal population-based survey

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2021-12-01

OAAI

van Vuuren, C. L.; van Mens, K.; de Beurs, D.; Lokkerbol, J.; van der Wal, M. F.; Cuijpers, P.; Chinapaw, M. J. M.

Longitudinal clinical and functional outcome in distinct cognitive subgroups of first-episode psychosis: a cluster analysis 首发精神病的不同认知亚组的纵向临床和功能结局: 聚类分析

PSYCHOLOGICAL MEDICINE

IF5.5

2021-10-19

OAAI

Oomen, Priscilla P.; Begemann, Marieke J. H.; Brand, Bodyl A.; de Haan, Lieuwe; Veling, Wim; Koops, Sanne; van Os, Jim; Smit, Filip; Bakker, P. Roberto; van Beveren, Nico; Boonstra, Nynke; Guloksuz, Sinan; Kikkert, Martijn; Lokkerbol, Joran; Marcelis, Machteld; Rosema, Bram-Sieben; de Beer, Franciska; Gangadin, Shiral S.; Geraets, Chris N. W.; van't Hag, Erna; Haveman, Yudith; van der Heijden, Inge; Voppel, Alban E.; Willemse, Elske; van Amelsvoort, Therese; Bak, Maarten; Batalla, Albert; Been, Agaath; van den Bosch, Marinte; van den Brink, Truus; Faber, Gunnar; Grootens, Koen P.; de Jonge, Martin; Knegtering, Rikus; Kurkamp, Jorg; Mahabir, Amrita; Pijnenborg, Gerdina H. M.; Staring, Tonnie; Veen, Natalie; Veerman, Selene; Wiersma, Sybren; Graveland, Ellen; Hoornaar, Joelle; Sommer, Iris E. C.

Health-economic evaluation of psychological interventions for depression prevention: Systematic review

annual review of clinical psychology

IF12.2

2021-08-01

PREAI

Conejo-Ceron, Sonia; Lokkerbol, Joran; Moreno-Peral, Patricia; Wijnen, Ben; Fernandez, Anna; Mendive, Juan M.; Smit, Filip; Bellon, Juan Angel

More than cost-effectiveness? Applying a second-stage filter to improve policy decision making

HEALTH EXPECTATIONS

IF3.2

2021-06-01

OAAI

Kan, Kaying; Jorg, Frederike; Lokkerbol, Joran; Mihalopoulos, Cathrine; Buskens, Erik; Schoevers, Robert A.; Feenstra, Talitha L.

Economic evaluations of non-pharmacological interventions and cost-of-illness studies in bipolar disorder: A systematic review

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2020-11-01

OAAI

Kraiss, Jannis T.; Wijnen, Ben; Kupka, Ralph W.; Bohlmeijer, Ernst T.; Lokkerbol, Joran

Applying machine learning on health record data from general practitioners to predict suicidality

INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH

IF4.1

2020-09-01

OAAI

van Mens, Kasper; Elzinga, Elke; Nielen, Mark; Lokkerbol, Joran; Poortvliet, Rune; Donker, Ge; Heins, Marianne; Korevaar, Joke; Duckers, Michel; Aussems, Claire; Helbich, Marco; Tiemens, Bea; Gilissen, Renske; Beekman, Aartjan; de Beurs, Derek

Predicting future suicidal behaviour in young adults, with different machine learning techniques: A population-based longitudinal study

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2020-06-01

OAAI

van Mens, Kasper; de Schepper, Cwm; Wijnen, Ben; Koldijk, Saskia J.; Schnack, Hugo; de Looff, Peter; Lokkerbol, Joran; Wetherall, Karen; Cleare, Seonaid; O'Connor, Rory C.; de Beurs, Derek

Cost-Effectiveness of Virtual Reality Cognitive Behavioral Therapy for Psychosis: Health-Economic Evaluation Within a Randomized Controlled Trial

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2020-05-05

OAAI

Pot-Kolder, Roos; Veling, Wim; Geraets, Chris; Lokkerbol, Joran; Smit, Filip; Jongeneel, Alyssa; Ising, Helga; van der Gaag, Mark

Cost and Effectiveness of Blended Versus Standard Cognitive Behavioral Therapy for Outpatients With Depression in Routine Specialized Mental Health Care: Pilot Randomized Controlled Trial

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2019-10-29

OAAI

Kooistra, Lisa Catharine; Wiersma, Jenneke Elize; Ruwaard, Jeroen; Neijenhuijs, Koen; Lokkerbol, Joran; van Oppen, Patricia; Smit, Filip; Riper, Heleen

Health-economic benefits of treating trauma in psychosis

EUROPEAN JOURNAL OF PSYCHOTRAUMATOLOGY

IF4.1

2019-01-21

OAAI

de Bont, Paul A. J. M.; van der Vleugel, Berber M.; van den Berg, David P. G.; de Roos, Carlijn; Lokkerbol, Joran; Smit, Filip; de Jongh, Ad; van der Gaag, Mark; van Minnen, Agnes

Cost-effectiveness, cost-utility and the budget impact of antidepressants versus preventive cognitive therapy with or without tapering of antidepressants

BJPSYCH OPEN

IF3.5

2019-01-15

OAAI

Klein, Nicola S.; Wijnen, Ben F. M.; Lokkerbol, Joran; Buskens, Erik; Elgersma, Hermien J.; van Rijsbergen, Gerard D.; Slofstra, Christien; Ormel, Johan; Dekker, Jack; de Jong, Peter J.; Nolen, Willem A.; Schene, Aart H.; Hollon, Steven D.; Burger, Huibert; Bockting, Claudi L. H.

Cost-effectiveness of interventions for treating anxiety disorders: A systematic review

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2017-03-01

PREAI

Ophuis, Robbin H.; Lokkerbol, Joran; Heemskerk, Stella C. M.; van Balkom, Anton J. L. M.; Hiligsmann, Mickael; Evers, Silvia M. A. A.

研究方向