Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"Safe AI"”.
-
Systematic Development of Healthcare AI: From Data Curation, Algorithm Optimization, Benchmark Design and Clinical Applications
Artificial intelligence (AI) has brought transformative changes to healthcare industry in the recent years from various aspects, such as patient care, disease diagnosis and medical research. As healthcare systems worldwide face increasing pressure from aging populations and rising chronic disease …
-
The Safe and Effective Clinical Deployment of Artificial Intelligence to ols
… staff and expensive equipment to be delivered safely. Cancer centers in Low- and Middle-Income Countries (LMIC) have an especially difficult time meeting the demands of radiation therapy as the complexity of treatment techniques increase, with only 37% of patients in these regions having access …
-
Enhancing Interpretability: The Role of Concept-based Explanations Across Data Types
… DNN-based approaches is improving their explainability, which is addressed by the field of Explainable AI (XAI). Recently, Concept-based explanations (CbEs) have emerged as a powerful new XAI paradigm, providing model explanations in terms of human-understandable units, rather than individual …
-
Transparent Value Alignment: Foundations for Human-Centered Explainable AI in Alignment
… enhance these agents' ability to act flexibly to safely and reliably meet humans' goals across diverse contexts from space exploration to robotic manufacturing. However, it is often difficult or impossible for humans, both expert and non-expert, to enumerate their objectives comprehensively, …