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Papers matching “explainability” 120

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Relative explainability and double standards in medical decision-making
2022 Ethics and Information Technology article Computer Science Explainable Artificial Intelligence (XAI) Open access

Hendrik Kempt, Jan‐Christoph Heilinger, Saskia Kathi Nagel

34

citations
Justice and the Normative Standards of Explainability in Healthcare
2022 Philosophy & Technology article Computer Science Explainable Artificial Intelligence (XAI) Open access

Hendrik Kempt, Nils Freyer, Saskia Kathi Nagel

13

citations
I Know What Your Layers Did: Layer-wise Explainability of Deep Learning Side-channel Analysis
2026 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

Guilherme Perin, Sengim Karayalçın, Lichao Wu, Stjepan Picek

1

citations
Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv2
2025 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent

Gustav Anton Müller‐Franzes, Firas Khader, Robert Malte Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, +1 more

23

citations
Explainability of a Deep Learning-Based Classification Model for Antineutrophil Cytoplasmic Autoantibody–Associated Glomerulonephritis
2024 Kidney International Reports article Computer Science AI in cancer detection Open access

Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Naghmeh Mahmoodian, Samir Sharifli, Zdenka Hrušková, +6 more

9

citations
Study on the explainability of deep learning models for time series analysis in sheet metal forming
2024 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

5

citations
Report on the Workshop on Explainability in Information Retrieval (WExIR) at SIGIR 2025
2025 ACM SIGIR Forum article Computer Science Explainable Artificial Intelligence (XAI)

Maria Heuss, C. F. Chen, Avishek Anand, Carsten Eickhoff, Suzan Verberne

3

citations
GameTable Working Group 1 meeting report on search, planning, learning, and explainability
2024 ICGA Journal article Computer Science Artificial Intelligence in Games Open access

Dennis J. N. J. Soemers, Jakub Kowalski, Éric Piette, Achille Morenville, Walter Crist

1

citations
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis
2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)

Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more

0

citations
Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law
2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI)

Ali El-Sharif, Muhammed Syed Ali

125

citations
Explainable AI for Bioinformatics: Methods, Tools and Applications
2023 Briefings in Bioinformatics article Computer Science Explainable Artificial Intelligence (XAI) Open access

Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, +2 more

199

citations
A Survey on Explainable Anomaly Detection
2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access

Zhong Li, Yuxuan Zhu, Matthijs van Leeuwen

131

citations
Explainable AI for correct root cause analysis of product quality in injection moulding
2025 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

13

citations
Transparente KI gestalten – Vertrauen und Nutzung erhöhen
2025 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Computer Science Explainable Artificial Intelligence (XAI)

Johanna M. Werz, Johannes Zysk, Esther Borowski, Ingrid Isenhardt

0

citations
Ethical and preventive legal technology
2024 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI) Open access

Georgios Stathis, H.J. van den Herik

8

citations
Increasing trust and fairness in machine learning applications within the mortgage industry
2022 Machine Learning with Applications article Computer Science Explainable Artificial Intelligence (XAI) Open access

Wessel van Zetten, Guus J. Ramackers, Holger H. Hoos

5

citations
An argumentative approach for handling inconsistency in prioritized Datalog ± ontologies
2022 AI Communications article Computer Science Logic, Reasoning, and Knowledge Open access

Loan Ho, Somjit Arch‐int, Erman Acar, Stefan Schlobach, Ngamnij Arch‐int

2

citations
Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI
2026 Information Systems Frontiers article Computer Science Explainable Artificial Intelligence (XAI) Open access

Mustafa Çavuş, Jan N. van Rijn, Przemysław Biecek

0

citations
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
2024 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

29

citations
Two-Community Noisy Kuramoto Model Suggests Mechanism for Splitting in the Suprachiasmatic Nucleus
2020 Journal of Biological Rhythms article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Jos H. T. Rohling, Janusz M Meylahn

16

citations
Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer
2025 Nature Communications article Computer Science AI in cancer detection Open access

Gesa Mittmann, Sara Laiouar-Pedari, Hendrik A. Mehrtens, Sarah Haggenmüller, Tabea-Clara Bucher, Tirtha Chanda, +60 more

9

citations
WALD-EM: Wald accumulation for locations and durations of eye movements.
2021 Psychological Review article Computer Science Visual Attention and Saliency Detection

Šimon Kucharský, Daan R. van Renswoude, Maartje E. J. Raijmakers, Ingmar Visser

7

citations
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review
2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard

104

citations
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging
2021 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

62

citations
Software engineering whispers: The effect of textual vs. graphical software design descriptions on software design communication
2020 Empirical Software Engineering article Computer Science Software Engineering Techniques and Practices Open access

Rodi Jolak, Maxime Savary‐Leblanc, Manuela Dalibor, Andreas Wortmann, Regina Hebig, Juraj Vincúr, +4 more

33

citations