Papers matching “explainable classification” 35
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Gradient Free Multi-Objective Counterfactual Explainability for Multivariate Time Series Classification2025 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Qi Huang, Sofoklis Kitharidis, Furong Ye, Marius Ottolini, Thomas Bäck, Bas van Stein
0citations -
Deep learning-based prediction of particle size distributions in construction and demolition waste recycling using convolutional neural networks on 3D laser triangulation data2025 Construction and Building Materials article Engineering Recycled Aggregate Concrete Performance Open access
Nils Kroell, Eric Thor, Lieve Josephina Leonie Göbbels, Xiaozheng Chen
15citations -
Is this test fit-for-purpose? Principles and a checklist for evaluating the clinical performance of a test in the new era of in vitro diagnostic (IVD) regulation2025 Critical Reviews in Clinical Laboratory Sciences review Medicine Clinical Laboratory Practices and Quality Control Open access
Sarah J. Lord, Andrea Rita Horvath, Sverre Sandberg, Phillip J. Monaghan, Christa M. Cobbaert, Alexander Tolios, +1 more
13citations -
Machine learning reveals sex differences in distinguishing between conduct-disordered and neurotypical youth based on emotion processing dysfunction2025 BMC Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access
Gregor Kohls, Erik M. Elster, Peter Tiňo, Graeme F. Fairchild, Arne Popma, Christine Margarete Freitag, +3 more
2citations -
Practical consequences of the European union-AI act for anatomic pathology laboratories a European society of pathology and European society of digital and integrative pathology commissioned expert opinion paper2025 Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin article Medicine Artificial Intelligence in Healthcare and Education Open access
Frederik Deman, Sofia Palmieri, Glenn Broeckx, Thomas Van Den Berghe, Inti Zlobec, Peter Schirmacher, +9 more
11citations -
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
3citations -
GL-ICNN: An End-To-End Interpretable Convolutional Neural Network for the Diagnosis and Prediction of Alzheimer's Disease2025 arXiv (Cornell University) preprint Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A.H.R. Claassen, +5 more
0citations -
Erklärbarkeit in KI-gestützter Differenzialdiagnostik von Lungenparenchymveränderungen in einer großen multizentrischen Kohorte2025 RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Benedikt Wichtlhuber, Andreas Michael Bucher, Paul Jacobs, Eric Frodl, Matthias Neitzel, Diane Miriam Renz, +3 more
0citations