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Not stated in source 2025 Needs review

The Relevance of Explainable Artificial Intelligence (xAI) in High-Risk Decisions

Author
Julie Gerlings
University
Copenhagen Business School
Country
Germany
Main specialisation
Responsible AI › Explainable AI

The increasing adoption of machine learning (ML) and artificial intelligence (AI) in critical decision-making has intensified demands for explainability and transparency, particularly in high-risk domains such as finance. This dissertation investigates how exp…

Not stated in source 2026 Needs review

New and Advanced Explainable Artificial Intelligence Approaches for Managing Project Risks

Author
Bodrunnessa Badhon
University
Not available
Country
Australia
Main specialisation
Generative AI › Explainable AI

Project Risk Management (PRM) is a critical component of modern project governance, ensuring that uncertainties are systematically identified, assessed, and mitigated to minimize their impact on project outcomes. However, existing PRM practices remain largely…

Not stated in source 2026 Needs review

Artificial intelligence and machine learning to improve the diagnosis of acute myocardial infarction

Author
Paul Jasper Simon Boeddinghaus
University
University of Edinburgh
Country
United Kingdom
Main specialisation
AI in Healthcare

INTRODUCTION: Myocardial infarction is a leading cause of death and morbidity worldwide. In the United Kingdom alone, patients with possible myocardial account for around one in ten of the 30 million visits to the Emergency Department each year. An early triag…

Not stated in source 2026 Needs review

Developing and Evaluating Fairness-Aware Machine Learning Methods; Ethical Responsibility and Accountability for Algorithmic Bias in Hiring

Author
Tim Wang
University
Not available
Country
United States
Main specialisation
Computer Vision › Face Recognition

Introduction Machine learning systems have increasingly taken control of making high-stake decisions about people’s lives. This can include who advances in a hiring pipeline, who is released before trial, or whose face a security camera flag. The reason behind…

Not stated in source 2025 Needs review Available

A Comparative Benchmark of Fairness Metrics in Machine Learning

Author
Md Asif Shahariar
University
Tampere University
Country
Finland
Main specialisation
Responsible AI › Explainable AI

Machine learning is no longer limited to low-risk tasks, but it is also being used in critical decision-making systems. Consequently, machine learning has a direct effect on individuals' lives in domains such as recidivism prediction (COMPAS) and loan approval…

Not stated in source 2025 Needs review

Explainable artificial intelligence for integrity assessment of civil engineering infrastructure: Insights from various engineering applications

Author
Masoud Haghbin
University
University of Granada
Country
Spain
Main specialisation
Computer Vision › Explainable AI

The incorporation of Artificial Intelligence (AI) into civil engineering, especially structural engineering, has the potential to improve decision-making by making it more precise and data driven. However, relying on AI to make decisions without understanding…

Not stated in source 2024 Needs review Available

Prediction system for Cardio-vascular diseases using data mining algorithms.

Author
Tinotenda Mavetera
University
North-west University
Country
South Africa
Main specialisation
AI in Healthcare › Data Mining

Background: Cardiovascular disease (CVD) is a major global health concern, accounting for a significant proportion of morbidity and mortality worldwide. Early detection and prevention of CVD reduces the burden of this disease, and data mining techniques show g…

PhD 2023 Verified Available

Secure and Privacy-preserving Federated Learning with Explainable Artificial Intelligence for Smart Healthcare System

Author
Ali Raza
University
Not available
Country
France
Main specialisation
AI in Healthcare › Federated Learning

The growing population around the globe has a significant impact on various sectors including the labor force, healthcare, and the global economy. The healthcare sector is among the most affected sectors by the growing population due to the increasing demand f…

Not stated in source 2020 Needs review

Machine learning applications in healthcare

Author
Dallora Moraes, Ana Luiza
University
Dalarna University Library
Country
Sweden
Main specialisation
AI in Healthcare › Medical Image Analysis

Healthcare is an important and high cost sector that involves many decision-making tasks based on the analysis of data, from its primary activities up till management itself. A technology that can be useful in an environment as data-intensive as healthcare is…