An Explainable AI Framework for Artificial Intelligence of Medical ...

Explainable AI for Medical Data: Current Methods, Limitations, and ...

With the goal of enhancing trust and improving acceptance of AI-based technology in clinical medicine, there is a large and growing effort to address this ...

A Review of Explainable AI in Healthcare Decision-Making

Keywords: Explainable AI, Artificial Intelligence, Healthcare, Machine Learning, Deep Learning ... framework and survey,” Neural Comput ...

[PDF] Designing an Evaluation Framework for eXplainable AI in the ...

24 References · The role of explainability in creating trustworthy artificial intelligence for health care: a comprehensive survey of the terminology, design ...

State of the art of Explainable AI in Healthcare in 2022 - Medium

This new field of research is summarized under the term “eXplainable Artificial Intelligence (XAI)”. This article is intended to introduce the ...

An Explainable AI Framework for Treatment Failure Model for ...

AI in medicine has the ability to derive meaningful inferences from real world data – an emerging school of thought namely Real World Evidence (RWE) studies – ...

Using XAI for compliance and trust in the Healthcare Industry - Seldon

XAI is crucial for organizations who want to adopt a responsible approach to artificial intelligence development. Explainable AI is still at an ...

Prevention in Healthcare: An Explainable AI Approach

Explainable AI can provide a way to improve the effectiveness of intrusion prevention by using machine learning algorithms to detect and prevent security ...

Explainable Artificial Intelligence (XAI): Concepts and Challenges in ...

This distrust in AI algorithms, their accuracy, and reliability is a very big issue in an area in which a decision could mean the life or death of the patient.

Explainable Artificial Intelligence (XAI) in Healthcare - 1st Edition

This book highlights the use of explainable artificial intelligence (XAI) for healthcare problems, in order to improve trustworthiness, performance and ...

Explainable AI: A Systematic Literature Review Focusing on ...

The integration of Artificial Intelligence (AI) in healthcare holds immense promise for revolutionizing clinical practices and patient outcomes.

Explainable AI in Medical Informatics and Decision Support

Based on a successful workshop on explainable AI during the Cross Domain for Machine Learning and Knowledge Extraction (CD-MAKE) 2018 conference, ...

What is explainable AI? | Definition from TechTarget

XAI helps human users understand the reasoning behind AI and machine learning (ML) algorithms to increase their trust. Explainable artificial intelligence is ...

Interesting resources related to XAI (Explainable Artificial Intelligence)

Understanding such modality-dependent features is essential for clinical users' interpretation of AI decisions. To tackle this clinically important but ...

A Brief Bibliometric Survey of Explainable AI in Medical Field

frameworks will prove to increase the trustability in medical diagnosis. Keywords: medical imaging, explainability, artificial intelligence, AI, citation, co-.

Explainable Artificial Intelligence (XAI) in Healthcare | Utku Kose, N

This book highlights the use of explainable artificial intelligence (XAI) for healthcare problems, in order to improve trustworthiness, ...

A novel framework for artificial intelligence explainability via the ...

The significant proliferation of AI-empowered systems and machine learning (ML) across various examined domains underscores the vital ...

Explainable AI-Powered IoT Systems for Predictive and Preventive ...

This research adds to the expanding collection of literature on Explainable Artificial Intelligence (XAI) in the healthcare sector, thus opening up ...

Explainability in medicine in an era of AI-based clinical decision ...

The combination of “Big Data” and Artificial Intelligence (AI) is frequently promoted as being likely to offer health benefits when applied to medical decision- ...

Assessment of Performance, Interpretability, and Explainability in ...

This review aimed to specify different concepts that are essential to the development of medical devices (MDs) with artificial intelligence (AI) (AI-based MDs)

What is Explainable AI?| A3Logics Blog

Explainable AI is a quickly developing field of innovative work that looks to make artificial intelligence frameworks more transparent and ...