May 01, 2003 article Open access An analysis of four missing data treatment methods for supervised learning Applied Artificial Intelligence DOI: 10.1080/713827181 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 7 stored of 908 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study 2025 npj Precision Oncology article Medicine Glioma Diagnosis and Treatment Open access 3 citations Feature selection for measurement models 2022 International Journal of Quality & Reliability Management article Decision Sciences Scientific Measurement and Uncertainty Evaluation 5 citations Foundations of Machine Learning-Based Clinical Prediction Modeling: Part III—Model Evaluation and Other Points of Significance 2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare 13 citations Foundations of Machine Learning-Based Clinical Prediction Modeling: Part IV—A Practical Approach to Binary Classification Problems 2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare 1 citations Foundations of Machine Learning-Based Clinical Prediction Modeling: Part V—A Practical Approach to Regression Problems 2021 Acta neurochirurgica. Supplementum book-chapter Health Professions Artificial Intelligence in Healthcare 2 citations Development and external validation of a clinical prediction model for functional impairment after intracranial tumor surgery 2020 Journal of neurosurgery article Medicine Glioma Diagnosis and Treatment Open access 23 citations Identification of evaluation criteria for algorithms used within the context of product development 2020 Procedia CIRP article Computer Science Artificial Intelligence Applications Open access 9 citations 7 results References 0