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GraphXAI: a survey of graph neural networks (GNNs) for explainable AI (XAI)
Nandan, Mauparna, Mitra, Soma, De, Debashis
Published in Neural computing & applications (01.06.2025)
Published in Neural computing & applications (01.06.2025)
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Journal Article
Exploring Deep Learning and Grad-CAM for Speech-Based Detection of Mild Traumatic Brain Injury
Rojas, Fredy, Madanian, Samaneh, Templeton, John Michael, Poellabauer, Christian, Schneider, Sandra L.
Published in IEEE International Conference on Big Data (15.12.2024)
Published in IEEE International Conference on Big Data (15.12.2024)
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Conference Proceeding
Chapter Two Good Modelling Practice
Crout, N., Kokkonen, T., Jakeman, A.J., Norton, J.P., Newham, L.T.H., Anderson, R., Assaf, H., Croke, B.F.W., Gaber, N., Gibbons, J., Holzworth, D., Mysiak, J., Reichl, J., Seppelt, R., Wagener, T., Whitfield, P.
Published in Developments in Integrated Environmental Assessment (2008)
Published in Developments in Integrated Environmental Assessment (2008)
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Book Chapter
Recent Emerging Techniques in Explainable Artificial Intelligence to Enhance the Interpretable and Understanding of AI Models for Human
Mathew, Daniel Enemona, Ebem, Deborah Uzoamaka, Ikegwu, Anayo Chukwu, Ukeoma, Pamela Eberechukwu, Dibiaezue, Ngozi Fidelia
Published in Neural processing letters (07.02.2025)
Published in Neural processing letters (07.02.2025)
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Journal Article
Reporting of demographic data and representativeness in machine learning models using electronic health records
Bozkurt, Selen, Cahan, Eli M, Seneviratne, Martin G, Sun, Ran, Lossio-Ventura, Juan A, Ioannidis, John P A, Hernandez-Boussard, Tina
Published in Journal of the American Medical Informatics Association : JAMIA (09.12.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (09.12.2020)
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Journal Article
MORIX: Machine learning-aided framework for lethality detection and MORtality inference with eXplainable artificial intelligence in MAFLD subjects
Lofù, Domenico, Sorino, Paolo, Colafiglio, Tommaso, Bonfiglio, Caterina, Donghia, Rossella, Giannelli, Gianluigi, Lombardi, Angela, Di Noia, Tommaso, Di Sciascio, Eugenio, Narducci, Fedelucio
Published in Computer methods and programs in biomedicine update (2025)
Published in Computer methods and programs in biomedicine update (2025)
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Journal Article
Analysis of sentiment in tweets addressed to a single domain-specific Twitter account: Comparison of model performance and explainability of predictions
Fiok, Krzysztof, Karwowski, Waldemar, Gutierrez, Edgar, Wilamowski, Maciej
Published in Expert systems with applications (30.12.2021)
Published in Expert systems with applications (30.12.2021)
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Journal Article
Barriers and Facilitators to Model Replication Within Health Economics
McManus, Emma, Turner, David, Gray, Ewan, Khawar, Haseeb, Okoli, Toochukwu, Sach, Tracey
Published in Value in health (01.09.2019)
Published in Value in health (01.09.2019)
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Journal Article
Transparent EEG Analysis: Leveraging Autoencoders, Bi-LSTMs, and SHAP for Improved Neurodegenerative Diseases Detection
Mouazen, Badr, Bendaouia, Ahmed, Bellakhdar, Omaima, Laghdaf, Khaoula, Ennair, Aya, Abdelwahed, El Hassan, De Marco, Giovanni
Published in Sensors (Basel, Switzerland) (12.09.2025)
Published in Sensors (Basel, Switzerland) (12.09.2025)
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Journal Article
NeuroFuzzXAI: A Hybrid Artificial Intelligence Framework for Epileptic Seizure Detection
Costi, Flavia, Roman, Emanuel Covaci-Ovidiu, Onchis, Darian
Published in Applied medical informatics (01.05.2025)
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Published in Applied medical informatics (01.05.2025)
Journal Article
pyPheWAS Explorer: a visualization tool for exploratory analysis of phenome-disease associations
Kerley, Cailey I, Nguyen, Tin Q, Ramadass, Karthik, Cutting, Laurie E, Landman, Bennett A, Berger, Matthew
Published in JAMIA open (01.04.2023)
Published in JAMIA open (01.04.2023)
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Journal Article