Gerbrich Ferdinands

An open source machine learning framework for efficient and transparent systematic reviews

Rens van de Schoot, Jonathan De Bruin, Raoul D. Schram et al. · Utrecht University Repository (Utrecht University) · 2021 · 108 citations · Full text

Computing, Computer Science, Machine Learning +16

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

Gerbrich Ferdinands, Raoul D. Schram, Jonathan De Bruin et al. · Systematic Reviews · 2023 · 84 citations · Full text

Computing, Computer Science, Data Mining +12

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

Gerbrich Ferdinands, Raoul D. Schram, Jonathan De Bruin et al. · 2020 · 53 citations · Full text

Computing, Computer Science, Data Mining +16

AI-Assisted Systematic Reviewing: Selecting Studies to Compare Bayesian Versus Frequentist SEM for Small Sample Sizes

Gerbrich Ferdinands · Multivariate Behavioral Research · 2020 · 37 citations · Full text

Public Health, Biostatistics, Bayesian Data Analysis +12

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

Jelle Jasper Teijema, Laura Hofstee, Marlies E. Brouwer et al. · Frontiers in Research Metrics and Analytics · 2023 · 37 citations · Full text

Computing, Computer Science, Data Science +17