Bagheri, Ayoub

Performance of active learning models for screening prioritization in systematic reviews: a simulation study into the Average Time to Discover relevant records

Ferdinands, G., Schram, R., de Bruin, J., Bagheri, A., Oberski, D. L., Tummers, L., Teijema, J. J., & van de Schoot, R. (2023) · Systematic Reviews

Meta-analysis and systematic reviewsInformation Retrieval and Search Behavior

Cited by 96

Active learning for screening prioritization in systematic reviews - A simulation study

Ferdinands, G., Schram, R., de Bruin, J., Bagheri, A., Oberski, D. L., Tummers, L., & van de Schoot, R. (2020)

Meta-analysis and systematic reviewsInformation Retrieval and Search Behavior

Cited by 51

Active learning-based systematic reviewing using switching classification models: the case of the onset, maintenance, and relapse of depressive disorders

Teijema, J. J., Hofstee, L., Brouwer, M., de Bruin, J., Ferdinands, G., de Boer, J., Vizan, P., van den Brand, S., Bockting, C., van de Schoot, R., et al. (2023) · Frontiers in Research Metrics and Analytics

Meta-analysis and systematic reviewsMachine Learning and Algorithms

Cited by 36

Active learning-based Systematic reviewing using switching classification models: the case of the onset, maintenance, and relapse of depressive disorders

Teijema, J. J., Hofstee, L., Brouwer, M., de Bruin, J., Ferdinands, G., de Boer, J., Siso, P. V., van den Brand, S. A. G. E., Bockting, C., van de Schoot, R., et al. (2022)

Meta-analysis and systematic reviewsMachine Learning and Algorithms

Cited by 14

Large-scale simulation study of active learning models for systematic reviews

Teijema, J. J., de Bruin, J., Bagheri, A., & van de Schoot, R. (2025) · International Journal of Data Science and Analytics

Machine Learning and AlgorithmsMeta-analysis and systematic reviews

Cited by 13