A review of taxonomies of explainable artificial intelligence (XAI) methods

T Speith - Proceedings of the 2022 ACM conference on fairness …, 2022 - dl.acm.org
The recent surge in publications related to explainable artificial intelligence (XAI) has led to
an almost insurmountable wall if one wants to get started or stay up to date with XAI. For this …

[HTML][HTML] Quod erat demonstrandum?-Towards a typology of the concept of explanation for the design of explainable AI

F Cabitza, A Campagner, G Malgieri, C Natali… - Expert systems with …, 2023 - Elsevier
In this paper, we present a fundamental framework for defining different types of
explanations of AI systems and the criteria for evaluating their quality. Starting from a …

[HTML][HTML] Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiative

N Zerbe, LO Schwen, C Geißler, K Wiesemann… - Journal of Pathology …, 2024 - Elsevier
Over the past decade, artificial intelligence (AI) methods in pathology have advanced
substantially. However, integration into routine clinical practice has been slow due to …

A secure and reliable framework for explainable artificial intelligence (XAI) in smart city applications

M Algarni, S Mishra - Engineering, Technology & Applied Science …, 2024 - etasr.com
Living in a smart city has many advantages, such as improved waste and water
management, access to quality healthcare facilities, effective and safe transportation …

Human-AI interfaces are a central component of trustworthy AI

M Plass, M Kargl, T Evans, L Brcic, P Regitnig… - Explainable AI …, 2022 - Springer
This chapter demonstrates the crucial role that human-AI interfaces play in conveying the
trustworthiness of AI solutions to their users. Explainability is a central component of such …

Computer Vision in Digital Neuropathology

C Cong, S Liu, A Di Ieva, C Russo… - Computational …, 2024 - Springer
Digital pathology has revolutionized the field of neuropathology, enabling rapid and precise
analysis of tissue samples. As neuropathologists and neurosurgeons increasingly embrace …

Explainable Computational Pathology for Survival Prediction in Hematologic Pediatric Patients

G Marvin, MGR Alam - 2022 IEEE Asia-Pacific Conference on …, 2022 - ieeexplore.ieee.org
Pediatric bone marrow failure syndromes are therapeutically and diagnostically strenuous,
costly and yet extremely risky to pediatric patients despite the necessity for pediatric survival …