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Papers matching “explainable AI” 190

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Expl(AI)n It to Me – Explainable AI and Information Systems Research
2021 Business & Information Systems Engineering article Computer Science Explainable Artificial Intelligence (XAI) Open access

Kevin Bauer, Oliver Fast Hinz, Wil M. P. van der Aalst, Christof Weinhardt

69

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
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification
2026 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn

3

citations
Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study
2025 npj Precision Oncology article Medicine Glioma Diagnosis and Treatment Open access

Julius M. Kernbach, Karlijn Hakvoort, Jonas Ort, Hussam Aldin Hamou, Danilo Bzdok, Yasin Temel, +22 more

3

citations
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study
2025 Nature Communications article Medicine Cutaneous Melanoma Detection and Management Open access

Tirtha Chanda, Sarah Haggenmueller, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, +18 more

35

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
A multi-agent AI framework for explainable battery system maintenance
2026 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

Yijie Wang, Yujie Fu, Putai Zhang, Weihan Li, Mian Li

0

citations
Toward explainable AI (XAI) for mental health detection based on language behavior
2023 Frontiers in Psychiatry article Psychology Mental Health via Writing Open access

Elma Kerz, Sourabh Zanwar, Daniel Wiechmann

103

citations
Dermatologist-like explainable AI enhances melanoma diagnosis accuracy: eye-tracking study
2024 arXiv (Cornell University) preprint Medicine Cutaneous Melanoma Detection and Management Open access

Tirtha Chanda, Sarah Haggenmueller, Tabea-Clara Bucher, Tim Holland‐Letz, Harald Kittler, Philipp Tschandl, +14 more

5

citations
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data
2024 IFAC-PapersOnLine article Computer Science Time Series Analysis and Forecasting Open access

Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more

6

citations
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data
2024 arXiv (Cornell University) preprint Engineering Advanced Chemical Sensor Technologies Open access

Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more

0

citations
Towards the design of artificial sensing materials via quantum-informed explainable AI
2026 Journal of Cheminformatics article Engineering Advanced Chemical Sensor Technologies Open access

Li Chen, Leonardo Rafael Medrano Sandonas, Shirong Huang, Alexander Croy, Gianaurelio Cuniberti

2

citations
Daily Load Forecasting Using Explainable AI-Driven Method With Integrated Error Correlation
2025 IEEE Access 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

2

citations
Understanding electricity prices beyond the merit order principle using explainable AI
2023 Energy and AI article Engineering Energy Load and Power Forecasting Open access

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

49

citations
An Integrated Framework for Predictive Quality in Injection Molding: Combining Explainable AI and Time Series Analysis in a German Industry Case Study
2025 RWTH Publications (RWTH Aachen) article Computer Science Explainable Artificial Intelligence (XAI) Open access

0

citations
Explainable AI for correct root cause analysis of product quality in injection moulding
2025 Journal of Manufacturing Processes article Engineering Manufacturing Process and Optimization Open access

Muhammad Muaz, Sameed Sajid, Tobias Schulze, Chang Liu, Nils Klasen, Benny Drescher

12

citations
Understanding electricity prices beyond the merit order principle using explainable AI
2022 arXiv (Cornell University) preprint Engineering Electric Power System Optimization Open access

Julius Trebbien, Leonardo Rydin Gorjão, Aaron Praktiknjo, Benjamin Schäfer, Dirk Witthaut

5

citations
Daily Load Forecasting Using Explainable AI-Driven Method With Integrated Error Correlation
2025 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

0

citations
Revealing drivers of green technology adoption through explainable AI
2024 Research Square preprint Social Sciences Social Acceptance of Renewable Energy Open access

Dirk Witthaut, Dorothea Kistinger, Maurizio Titz, Philipp Böttcher, Michael T. Schaub, Sandra Venghaus

0

citations
The ethical requirement of explainability for AI-DSS in healthcare: a systematic review of reasons
2024 BMC Medical Ethics review Computer Science Explainable Artificial Intelligence (XAI) Open access

Nils Freyer, Dominik Groß, Myriam Lipprandt

61

citations
Automated Economic Welfare for Everyone? Examining Barriers to Adopting Robo-Advisors from the Perspective of Explainable Artificial Intelligence
2022 Journal of Interdisciplinary Economics article Business, Management and Accounting FinTech, Crowdfunding, Digital Finance

Claas Digmayer

8

citations
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging
2021 IEEE Access article Medicine Traditional Chinese Medicine Studies Open access cited by 2 patents

Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more

62

citations
Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Janković, +1 more

19

citations
Explainable histomorphology-based survival prediction of glioblastoma, IDH-wildtype
2026 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Jan-Philipp Redlich, Friedrich Feuerhake, Stefan Nikolin, Nadine S. Schaadt, Sarah Teuber‐Hanselmann, Joachim Weis, +9 more

0

citations
Reproducibility Archive for Explainable Machine Learning Integrating Quantum Mechanical Descriptors and Matched Molecular Pair Analysis for Scaffold-Generalizable Discovery of Soluble Epoxide Hydrolase Inhibitors.
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Open access

Dileep Kumar, Ajwin Joseph Martin, Maria Grishina, Mohd Shahbaaz

0

citations