Sleutelpublicaties
Moraga, S. M., & Aarts, E. (2023). Go Multivariate: Recommendations on Bayesian Multilevel Hidden Markov Models with Categorical Data. Multivariate Behavioral Research. https://doi.org/10.1080/00273171.2023.2205392
Hale, W., & Aarts, E. (2023). Hidden Markov model detection of interpersonal interaction dynamics in predicting patient depression improvement in psychotherapy: Proof-of-concept study. Journal of Affective Disorders Reports. https://doi.org/10.1016/j.jadr.2023.100635
Kirchherr, S., Moraga, S. M., Coudé, G., Bimbi, M., Ferrari, P. F., Aarts, E., & Bonaiuto, J. J. (2023). Bayesian multilevel hidden Markov models identify stable state dynamics in longitudinal recordings from macaque primary motor cortex. European Journal of Neuroscience. https://doi.org/10.1111/ejn.16065
Aarts, E. (Author). (2019). mHMMbayes: Multilevel Hidden Markov Models Using Bayesian Estimation. Software https://cran.r-project.org/web/packages/mHMMbayes
Moazeni, M., Numan, L., Brons, M., Houtgraaf, J., Rutten, F. H., Oberski, D. L., Laake, L. W. V., Asselbergs, F. W., & Aarts, E. (2023). Developing a personalized remote patient monitoring algorithm: a proof-of-concept in heart failure. European Heart Journal - Digital Health. https://doi.org/10.1093/ehjdh/ztad049
Aarts, E., Verhage, M., Veenvliet, J. V., Dolan, C. V., & van der Sluis, S. (2014). A solution to dependency: using multilevel analysis to accommodate nested data. Nature Neuroscience, 17(4), 491-496. https://doi.org/10.1038/nn.3648
Publicaties
2023
Wetenschappelijke publicaties
Hale, W., & Aarts, E. (2023). Hidden Markov model detection of interpersonal interaction dynamics in predicting patient depression improvement in psychotherapy: Proof-of-concept study. Journal of Affective Disorders Reports. https://doi.org/10.1016/j.jadr.2023.100635
Numan, L., Wösten, M., Moazeni, M., Aarts, E., Van der Kaaij, N. P., Fresiello, L., Asselbergs, F. W., & Van Laake, L. W. (2023). Circadian rhythms in pump parameters of patients on contemporary left ventricular assist device support. Artificial Organs. Advance online publication. https://doi.org/10.1111/aor.14628
Felix, S. E. A., Numan, L., Oerlemans, M. I. F., Aarts, E., Ramjankhan, F. Z., Gianoli, M., Asselbergs, F. W., De Jonge, N., & Van Laake, L. W. (2023). Incidence and risk factors of late right heart failure in chronic mechanical circulatory support. Artificial Organs, 47(7), 1192-1201. https://doi.org/10.1111/aor.14537
Numan, L., Zimpfer, D., Zadok, O. I. B., Aarts, E., Morshuis, M., Guenther, S. P. W., Riebandt, J., Wiedemann, D., Ramjankhan, F. Z., Oppelaar, A-M., Ben-Gal, T., Ben-Avraham, B., Asselbergs, F. W., Schramm, R., & Van Laake, L. W. (2023). Identifying patients at risk: multi-centre comparison of HeartMate 3 and HeartWare left ventricular assist devices. ESC heart failure, 10(3), 1656-1665. https://doi.org/10.1002/ehf2.14308
Numan, L., Schramm, R., Oerlemans, M. I. F. J., van der Kaaij, N. P., Aarts, E., Ramjankhan, F. Z., Oppelaar, A-M., Morshuis, M., Guenther, S. P. W., Zimpfer, D., Riebandt, J., Wiedemann, D., Asselbergs, F. W., & Van Laake, L. W. (2023). Survival after HeartMate 3 left ventricular assist device implantation: real-world data from Europe. ESC heart failure, 10(4), 2754-2756. https://doi.org/10.1002/ehf2.14444
Moraga, S. M., & Aarts, E. (2023). Go Multivariate: Recommendations on Bayesian Multilevel Hidden Markov Models with Categorical Data. Multivariate Behavioral Research. https://doi.org/10.1080/00273171.2023.2205392
Moazeni, M., Numan, L., Brons, M., Houtgraaf, J., Rutten, F. H., Oberski, D. L., Laake, L. W. V., Asselbergs, F. W., & Aarts, E. (2023). Developing a personalized remote patient monitoring algorithm: a proof-of-concept in heart failure. European Heart Journal - Digital Health. https://doi.org/10.1093/ehjdh/ztad049
Kirchherr, S., Moraga, S. M., Coudé, G., Bimbi, M., Ferrari, P. F., Aarts, E., & Bonaiuto, J. J. (2023). Bayesian multilevel hidden Markov models identify stable state dynamics in longitudinal recordings from macaque primary motor cortex. European Journal of Neuroscience. https://doi.org/10.1111/ejn.16065
2022
Wetenschappelijke publicaties
Mooij, A. H., Huiskamp, G. J. M., Aarts, E., Ferrier, C. H., Braun, K. P. J., & Zijlmans, M. (2022). Accurate differentiation between physiological and pathological ripples recorded with scalp-EEG. Clinical Neurophysiology, 143, 172-181. https://doi.org/10.1016/j.clinph.2022.08.014
Numan, L., Moazeni, M., Oerlemans, M. I. F. J., Aarts, E., Kaaij, N. P. V. D., Asselbergs, F. W., & Laake, L. W. V. (2022). Data-driven monitoring in patients on left ventricular assist device support. Expert Review of Medical Devices, 19(9), 677-685. https://doi.org/10.1080/17434440.2022.2132147
Garandeau, C. F., Vermande, M. M., Reijntjes, A. H. A., & Aarts, E. (2022). Classroom bullying norms and peer status: Effects on victim-oriented and bully-oriented defending. International Journal of Behavioral Development, 46(5), 401–410. Advance online publication. https://doi.org/10.1177/0165025419894722
2021
Wetenschappelijke publicaties
Schilder, C. M. T., Sternheim, L. C., Aarts, E., van Elburg, A. A., & Danner, U. N. (2021). Relationships between educational achievement, intelligence, and perfectionism in adolescents with eating disorders. International Journal of Eating Disorders, 54(5), 794-801. https://doi.org/10.1002/eat.23482
Numan, L., Ramjankhan, F. Z., Oberski, D. L., Oerlemans, M. I. F. J., Aarts, E., Gianoli, M., Van Der Heijden, J. J., De Jonge, N., Van Der Kaaij, N. P., Meuwese, C. L., Mokhles, M. M., Oppelaar, A-M., De Waal, E. E. C., Asselbergs, F. W., & Van Laake, L. W. (2021). Propensity score-based analysis of long-term outcome of patients on HeartWare and HeartMate 3 left ventricular assist device support. ESC heart failure, 8(2), 1596-1603. https://doi.org/10.1002/ehf2.13267
2020
Wetenschappelijke publicaties
van Passel, B., Danner, U. N., Dingemans, A. E., Aarts, E., Sternheim, L. C., Becker, E. S., van Elburg, A. A., van Furth, E. F., Hendriks, G-J., & Cath, D. C. (2020). Cognitive Remediation Therapy Does Not Enhance Treatment Effect in Obsessive-Compulsive Disorder and Anorexia Nervosa: A Randomized Controlled Trial. Psychotherapy and Psychosomatics, 89(4), 228-241. https://doi.org/10.1159/000505733
2019
Wetenschappelijke publicaties
Aarts, E. (Author). (2019). mHMMbayes: Multilevel Hidden Markov Models Using Bayesian Estimation. Software https://cran.r-project.org/web/packages/mHMMbayes
Verharen, J. P. H., Danner, U. N., Schröder, S., Aarts, E., van Elburg, A. A., & Adan, R. A. H. (2019). Insensitivity to Losses: A Core Feature in Patients With Anorexia Nervosa? Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 4(11), 995-1003. https://doi.org/10.1016/j.bpsc.2019.05.001
2016
Wetenschappelijke publicaties
Van Someren, E. J. W., Dekker, K., Te Lindert, B. H. W., Benjamins, J. S., Moens, S., Migliorati, F., Aarts, E., & Van Der Sluis, S. (2016). Experienced temperature sensitivity and regulation survey (ETSRS): Validation of a comprehensive quantifying scale, sensitive to differences between probable insomnia and controls. Journal of Sleep Research, 25, 125. https://doi.org/10.1111/jsr.12446
2015
Wetenschappelijke publicaties
Remmelink, E., Loos, M., Koopmans, B., Aarts, E., van der Sluis, S., Smit, A. B., Verhage, M., & Neuro-BSIK Mouse Phenomics Consortium (2015). A 1-night operant learning task without food-restriction differentiates among mouse strains in an automated home-cage environment. Behavioural Brain Research, 283, 53-60. https://doi.org/10.1016/j.bbr.2015.01.020
Aarts, E., Maroteaux, G., Loos, M., Koopmans, B., Kovačević, J., Smit, A. B., Verhage, M., Sluis, S. V. D., & Neuro-BSIK Mouse Phenomics Consortium (2015). The light spot test: Measuring anxiety in mice in an automated home-cage environment. Behavioural Brain Research, 294, 123-130. https://doi.org/10.1016/j.bbr.2015.06.011
Loos, M., Koopmans, B., Aarts, E., Maroteaux, G., van der Sluis, S., Verhage, M., Smit, A. B., & Neuro-BSIK Mouse Phenomics Consortium (2015). Within-strain variation in behavior differs consistently between common inbred strains of mice. Mammalian Genome, 26(7-8), 348-354. https://doi.org/10.1007/s00335-015-9578-7
Aarts, E., Dolan, C. V., Verhage, M., & van der Sluis, S. (2015). Multilevel analysis quantifies variation in the experimental effect while optimizing power and preventing false positives. BMC Neuroscience [E], 16, Article 94. https://doi.org/10.1186/s12868-015-0228-5
2014
Wetenschappelijke publicaties
Aarts, E., Verhage, M., Veenvliet, J. V., Dolan, C. V., & van der Sluis, S. (2014). A solution to dependency: using multilevel analysis to accommodate nested data. Nature Neuroscience, 17(4), 491-496. https://doi.org/10.1038/nn.3648
2012
Wetenschappelijke publicaties
Maroteaux, G., Loos, M., van der Sluis, S., Koopmans, B., Aarts, E., van Gassen, K., Geurts, A., Largaespada, D. A., Spruijt, B. M., Stiedl, O., Smit, A. B., Verhage, M., & NeuroBSIK Mouse Phenomics Consortium (2012). High-throughput phenotyping of avoidance learning in mice discriminates different genotypes and identifies a novel gene. Genes, Brain, and Behavior, 11(7), 772-784. https://doi.org/10.1111/j.1601-183X.2012.00820.x