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Acta Neurochirurgica. Supplement|December 4, 2021
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part II-Generalization and OverfittingJulius M Kernbach, Victor E StaartjesActa Neurochirurgica. Supplement|December 4, 2021
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV-A Practical Approach to Binary Classification ProblemsVictor E Staartjes, Julius M KernbachActa Neurochirurgica. Supplement|December 4, 2021
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V-A Practical Approach to Regression ProblemsVictor E Staartjes, Julius M KernbachActa Neurochirurgica. Supplement|December 4, 2021
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part I-Introduction and General PrinciplesJulius M Kernbach, Victor E StaartjesActa Neurochirurgica. Supplement|December 4, 2021
Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III-Model Evaluation and Other Points of SignificanceVictor E Staartjes, Julius M KernbachActa Neurochirurgica|January 16, 2024
A critical moment in machine learning in medicine: on reproducible and interpretable learningOlga Ciobanu-Caraus, Anatol Aicher, Julius M Kernbach, et al.Acta Neurochirurgica. Supplement|December 4, 2021
Foundations of Feature Selection in Clinical Prediction ModelingVictor E Staartjes, Julius M Kernbach, Vittorio Stumpo, et al.Acta Neurochirurgica. Supplement|December 4, 2021
Machine Learning Algorithms in Neuroimaging: An OverviewVittorio Stumpo, Julius M Kernbach, Christiaan H B van Niftrik, et al.European Spine Journal : Official Publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society|October 24, 2019
External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusionAyesha Quddusi, Hubert A J Eversdijk, Anita M Klukowska, et al.Brain Communications|January 12, 2023
Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survivalJulius M Kernbach, Daniel Delev, Georg Neuloh, et al.Pageof 20