Papers matching “explainable classification” 39
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Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 IFAC-PapersOnLine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
6citations -
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more
0citations -
2023 EULAR classification criteria for hand osteoarthritis2024 Annals of the Rheumatic Diseases article Medicine Osteoarthritis Treatment and Mechanisms Open access
Ida Kristin Haugen, David T. Felson, Abhishek Abhishek, Françis Berenbaum, Sita Bierma-Zeinstra, Krysia Dziedzic, +25 more
30citations -
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more
13citations -
Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining2024 Cell Reports Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tianyu Han, Laura Žigutytė, Luisa Charlotte Huck, Marc Huppertz, Robert Malte Siepmann, Yossi Gandelsman, +6 more
10citations -
ESMRMB 2024 focus topic: MR beyond trends—fact-checking MR2024 Magnetic Resonance Materials in Physics Biology and Medicine article Medicine Advanced MRI Techniques and Applications Open access
Christian Langkammer, Lena Václavů, Thomas Kuestner, Melanie Bauer, Najat Salameh, Marco Palombo, +1 more
0citations -
Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Laura Žigutytė, Tim Lenz, Tianyu Han, Katherine Jane Hewitt, Nic Gabriel Reitsam, Sebastian Foersch, +5 more
7citations -
Detecting Ineffective Efforts during Expiration for Neonates with Attention RNNs2024 Current Directions in Biomedical Engineering article Medicine Respiratory Support and Mechanisms Open access
Camelia Oprea, Lara Stegemann, Lena Sophie Olivier, Mateusz Buglowski, Sabine Becker, Thorsten W Orlikowsky, +3 more
2citations -
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary2024 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
I. L. V. GOMES, Luís Filipe Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Moisés Santos
0citations -
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary2024 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
I. L. V. GOMES, Luís Filipe Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Moisés Santos
0citations -
Convolutional Neural Networks and Their Activations: An Exploratory Case Study on Mounded Settlements2024 Journal of Computer Applications in Archaeology article Earth and Planetary Sciences Archaeological Research and Protection Open access
Șerban Vădineanu, Tuna Kalaycı, Daniël M. Pelt, Kees Joost Batenburg
3citations -
Extracting patient lifestyle characteristics from Dutch clinical text with BERT models2024 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Hielke Muizelaar, M. Haas, Koert van Dortmont, Peter van der Putten, Marco René Spruit
16citations -
JWST Reveals CH$_4$, CO$_2$, and H$_2$O in a Metal-rich Miscible Atmosphere on a Two-Earth-Radius Exoplanet2024 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access
Björn Benneke, Pierre-Alexis Roy, Louis-Philippe Coulombe, Michael Radica, Caroline Piaulet, Eva-Maria Ahrer, +25 more
29citations