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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Machine learning-accelerated CALPHAD analysis of impurity-driven intermetallic formation in secondary AlSi7Mg0.32026 npj Materials Sustainability article Materials Science Machine Learning in Materials Science Open access
Lukas C. Jarren, Alexandre Viardin, Eugen Gazenbiller, Markus Apel, Janin Eiken, Qiqi Li, +2 more
3citations -
OC 11.1 Development and Validation of a Clinical Prediction Model for the Diagnostic Management of Acute Pulmonary Embolism: An Individual Participant Data Meta-Analysis2023 Research and Practice in Thrombosis and Haemostasis article Medicine Venous Thromboembolism Diagnosis and Management Open access
Nick van Es, Toshihiko Takada, Noémie Kraaijpoel, Frederikus Albertus Klok, Milou A.M. Stals, Harry Roger Buller, +14 more
0citations -
OC 11.2 Pulmonary Embolism Diagnostic Strategies in Patients with COPD Exacerbation: Post-Hoc Analysis of the Pep Trial2023 Research and Practice in Thrombosis and Haemostasis article Medicine Venous Thromboembolism Diagnosis and Management Open access
Vicky Mai, Geoffroy Rambaud, Camille Motreff, Olivier Sanchez, Pierre‐Marie Roy, Raphaël Le Mao, +14 more
1citations -
Reproducibility Archive for Explainable Machine Learning Integrating Quantum Mechanical Descriptors and Matched Molecular Pair Analysis for Scaffold-Generalizable Discovery of Soluble Epoxide Hydrolase Inhibitors.2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Computational Drug Discovery Methods Open access
Dileep Kumar, Ajwin Joseph Martin, Maria Grishina, Mohd Shahbaaz
0citations -
Reproducibility Archive for Explainable Machine Learning Integrating Quantum Mechanical Descriptors and Matched Molecular Pair Analysis for Scaffold-Generalizable Discovery of Soluble Epoxide Hydrolase Inhibitors.2026 Zenodo (CERN European Organization for Nuclear Research) dataset Pharmacology, Toxicology and Pharmaceutics Computational Drug Discovery Methods Open access
Dileep Kumar, Ajwin Joseph Martin, Maria Grishina, Mohd Shahbaaz
0citations -
Discriminative Machine Learning Analysis for Skin Microbiome: Observing Biomarkers in Patients with Seborrheic Dermatitis2022 Journal of Artificial Intelligence for Medical Sciences article Medicine Nail Diseases and Treatments Open access
Hein E. C. van der Wall, R.J. Doll, Gerard J. P. van Westen, Tessa Niemeyer‐van der Kolk, G. Feiss, H. Pinckaers, +7 more
0citations -
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Laurens Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, L. J. Cornelissen, Jacob W. Kamminga
5citations -
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Laurens Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, L. J. Cornelissen, Jacob W. Kamminga
2citations -
Explainable Benchmarking for Iterative Optimization Heuristics2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Bas van Stein, Diederick Vermetten, Anna V. Kononova, Thomas Bäck
2citations