Andreas Holzinger
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
What do we need to build explainable AI systems for the medical domain?
2017 · 636 Zit. · arXiv (Cornell University)
Evaluating the Quality of Machine Learning Explanations: A Survey on Methods and Metrics
2021 · 558 Zit. · Electronics
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
2024 · 444 Zit. · Information Fusion
Legal, regulatory, and ethical frameworks for development of standards in artificial intelligence (AI) and autonomous robotic surgery
2018 · 410 Zit. · International Journal of Medical Robotics and Computer Assisted Surgery
Measuring the Quality of Explanations: The System Causability Scale (SCS)
2020 · 377 Zit. · KI - Künstliche Intelligenz
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
2021 · 207 Zit. · Information Fusion
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms
2020 · 157 Zit. · BMC Medical Informatics and Decision Making
A manifesto on explainability for artificial intelligence in medicine
2022 · 147 Zit. · Artificial Intelligence in Medicine
Fairness and Explanation in AI-Informed Decision Making
2022 · 144 Zit. · Machine Learning and Knowledge Extraction
Why imaging data alone is not enough: AI-based integration of imaging, omics, and clinical data
2019 · 138 Zit. · European Journal of Nuclear Medicine and Molecular Imaging
The explainability paradox: Challenges for xAI in digital pathology
2022 · 133 Zit. · Future Generation Computer Systems
The Ten Commandments of Ethical Medical AI
2021 · 100 Zit. · Computer
Medical artificial intelligence
2021 · 98 Zit. · Communications of the ACM
The augmented radiologist: artificial intelligence in the practice of radiology
2021 · 94 Zit. · Pediatric Radiology
Federated Random Forests can improve local performance of predictive models for various healthcare applications
2022 · 94 Zit. · Bioinformatics