Wojciech Samek
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute · DE
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Artificial Intelligence in Dentistry: Chances and Challenges
2020 · 1.146 Zit. · Journal of Dental Research
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
2024 · 432 Zit. · Information Fusion
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
2021 · 206 Zit. · Information Fusion
Towards Trustworthy AI in Dentistry
2022 · 52 Zit. · Journal of Dental Research
Federated Learning in Dentistry: Chances and Challenges
2022 · 51 Zit. · Journal of Dental Research
Machine Learning for Health: Algorithm Auditing & Quality Control
2021 · 46 Zit. · Journal of Medical Systems
Explainability can foster trust in artificial intelligence in geoscience
2025 · 26 Zit. · Nature Geoscience
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models
2023 · 18 Zit. · Lecture notes in computer science
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions
2023 · 14 Zit. · arXiv (Cornell University)
Ensuring Medical AI Safety: Interpretability-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data
2025 · 4 Zit. · ArXiv.org
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models
2023 · 2 Zit. · arXiv (Cornell University)
Exploring the clinical value of concept-based AI explanations in gastrointestinal disease detection
2025 · 2 Zit. · Scientific Reports
Human-Centric AI: From Explainability and Trustworthiness to Actionable Ethics
2025 · 1 Zit.
Künstliche Intelligenz auf dem Prüfstand: Anforderungen, Qualitätskriterien und Prüfwerkzeuge für medizinische Anwendungen
2025 · 0 Zit. · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz