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Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems2024 IEEE Transactions on Evolutionary Computation article Computer Science Explainable Artificial Intelligence (XAI) Open access
Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more
29citations -
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study2025 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access
Tirtha Chanda, Sarah Haggenmueller, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, +18 more
36citations -
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access
Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
3citations -
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 -
Knowledge Graphs and Explainable Artificial Intelligence (AI) for Drug Repurposing on Rare Diseases2026 Neurosymbolic Artificial Intelligence article Computer Science Computational Drug Discovery Methods Open access
Pablo Perdomo-Quinteiro, Katherine Wolstencroft, Marco Roos, Núria Queralt-Rosiñach
0citations -
Towards the design of artificial sensing materials via quantum-informed explainable AI2026 Journal of Cheminformatics article Materials Science Machine Learning in Materials Science Open access
Li Chen, Leonardo Rafael Medrano Sandonas, Shirong Huang, Alexander Croy, Gianaurelio Cuniberti
2citations -
PIDgeon: An Explainable AI Model for Improved Flow Cytometry-Based Screening of Lymphoid Primary Immunodeficiencies2025 Clinical Chemistry article Immunology and Microbiology Immunodeficiency and Autoimmune Disorders Open access
Annelies Emmaneel, Jana Neirinck, Alba Torres‐Valle, Sofie Van Gassen, Sarah Bonte, Malicorne Buysse, +12 more
0citations -
Explainable AI for correct root cause analysis of product quality in injection moulding2025 Journal of Manufacturing Processes article Computer Science Explainable Artificial Intelligence (XAI) Open access
Muhammad Muaz, Sameed Sajid, Tobias Schulze, Chang Liu, Nils Klasen, Benny Drescher
13citations -
Daily Load Forecasting Using Explainable AI-Driven Method With Integrated Error Correlation2025 RWTH Publications (RWTH Aachen) article Engineering Energy Load and Power Forecasting Open access
Ei Thu Thu Tun, Kamal Chapagain, Pyae Pyae Phyo, Yung-Cheol Byun, Vannak Seng, Panharith Chhom, +1 more
0citations -
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions2024 Information Fusion article Computer Science Explainable Artificial Intelligence (XAI) Open access
Luca Longo, Mario Brčić, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, +13 more
563citations -
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents
Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more
62citations