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Marjolein Fokkema

leiden university

22H-index
78Paper Count
2.1KCitation Count
Published Papers 34
Publication Date
Extending Explainable Ensemble Trees to Regression Contexts
err2026-01-01
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errOAAI
errAria, Massimo; Gnasso, Agostino; Iorio, Carmela; Fokkema, Marjolein
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A Multilevel Machine Learning Algorithm to Predict Session-By-Session Outcome for Patients Receiving Cognitive-Behavioural Therapy
err2025-09-03
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PREAI
errJuan Martín Gómez Penedo; Alice E. Coyne; Manuel Meglio; Marjolein Fokkema; Rebekka Wassmann; Wolfgang Lutz; Julian Rubel
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Putting the pieces of the puzzle together in modeling gendered educational choices
err2025-07-28
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errOAAI
errJakob Schwerter; Fani Lauermann; Philipp Doebler; Marjolein Fokkema
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Developing a multivariable prediction model to support personalized selection among five major empirically-supported treatments for adult depression. Study protocol of a systematic review and individual participant data network meta-analysis
err2025-04-23
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errDriessen, Ellen; Efthimiou, Orestis; Wienicke, Frederik J.; Breunese, Jasmijn; Cuijpers, Pim; Debray, Thomas P. A.; Fisher, David J.; Fokkema, Marjolein; Furukawa, Toshiaki A.; Hollon, Steven D.; Mehta, Anuj H. P.; Riley, Richard D.; Schmidt, Madison R.; Twisk, Jos W. R.; Cohen, Zachary D.
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One model may not fit all: Subgroup detection using model-based recursive partitioning
err2025-04-01
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errOAAI
errFokkema, Marjolein; Henninger, Mirka; Strobl, Carolin
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Translation, cultural adaptation and validity assessment of the Dutch version of the eHealth Literacy Questionnaire: a mixed-method approach
err2023-05-30
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errOAAI
errPoot, Charlotte C.; Meijer, Eline; Fokkema, Marjolein; Chavannes, Niels H.; Osborne, Richard H.; Kayser, Lars
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Nanoplastics causes extensive congenital malformations during embryonic development by passively targeting neural crest cells
err2023-03-01
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errWang, Meiru; Rucklin, Martin; Poelmann, Robert E.; de Mooij, Carmen L.; Fokkema, Marjolein; Lamers, Gerda E. M.; de Bakker, Merijn A. G.; Chin, Ernest; Bakos, Lilla J.; Marone, Federica; Wisse, Bert J.; de Ruiter, Marco C.; Cheng, Shixiong; Nurhidayat, Luthfi; Vijver, Martina G.; Richardson, Michael K.
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Which patients benefit from adding short-term psychodynamic psychotherapy to antidepressants in the treatment of depression? A systematic review and meta-analysis of individual participant data
err2022-11-21
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errDriessen, Ellen; Fokkema, Marjolein; Dekker, Jack J. M.; Peen, Jaap; Van, Henricus L.; Maina, Giuseppe; Rosso, Gianluca; Rigardetto, Sylvia; Cuniberti, Francesco; Vitriol, Veronica G.; Andreoli, Antonio; Burnand, Yvonne; Rodriguez, Jaime Lopez; Salcedo, Valerio Villamil; Twisk, Jos W. R.; Wienicke, Frederik J.; Cuijpers, Pim
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Machine Learning and Prediction in Psychological Assessment Some Promises and Pitfalls
err2022-05-01
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errOAAI
errFokkema, Marjolein; Iliescu, Dragos; Greiff, Samuel; Ziegler, Matthias
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Artificial Intelligence, Machine Learning, and Other Demons
err2022-05-01
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errOAAI
errIliescu, Dragos; Greiff, Samuel; Ziegler, Matthias; Fokkema, Marjolein
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Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification
err2022-04-25
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errOAAI
errvan Loon, Wouter; de Vos, Frank; Fokkema, Marjolein; Szabo, Botond; Koini, Marisa; Schmidt, Reinhold; de Rooij, Mark
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Why We Need Systematic Reviews and Meta-Analyses in the Testing and Assessment Literature
err2022-03-01
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errIliescu, Dragos; Rusu, Andrei; Greiff, Samuel; Fokkema, Marjolein; Scherer, Ronny
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The promise of machine learning in predicting treatment outcomes in psychiatry
err2021-05-18
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errChekroud, Adam M.; Bondar, Julia; Delgadillo, Jaime; Doherty, Gavin; Wasil, Akash; Fokkema, Marjolein; Cohen, Zachary; Belgrave, Danielle; DeRubeis, Robert; Iniesta, Raquel; Dwyer, Dominic; Choi, Karmel
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Supporting Academic Freedom and Living Societal Responsibility The Role of Authors, Reviewers, and Editors in the Publication Process at EJPA
err2021-03-01
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errIliescu, Dragos; Greiff, Samuel; Proyer, Rene; Ziegler, Matthias; Allen, Mark; Claes, Laurence; Fokkema, Marjolein; Hasking, Penelope; Hiemstra, Annemarie; Maes, Marlies; Mund, Marcus; Nye, Chris; Scherer, Ronny; Wetzel, Eunike; Zeinoun, Pia
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Stacked penalized logistic regression for selecting views in multi -view learning
err2020-09-01
err14
errOAAI
errvan Loon, Wouter; Fokkema, Marjolein; Szabo, Botond; de Rooij, Mark
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Predicting mental health improvement and deterioration in a large community sample of 11-to 13-year-olds
err2019-05-03
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errWolpert, Miranda; Zamperoni, Victoria; Napoleone, Elisa; Patalay, Praveetha; Jacob, Jenna; Fokkema, Marjolein; Promberger, Marianne; Costa da Silva, Luis; Patel, Meera; Edbrooke-Childs, Julian
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