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

Title:An Explainable AI Framework for Artificial Intelligence of Medical Things ... Abstract:The healthcare industry has been revolutionized by ...

We design and propose an XAI framework specifically tailored for the field of Artificial Intelligence of Medical Things (AIoMT) to improve patient outcomes.

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

Index Terms—Explainable AI (XAI), Maximum Voting Clas- sifier, Internet of Medical Things, Intelligent Healthcare System,. Health. I. INTRODUCTION. Integrating ...

Explainability for artificial intelligence in healthcare

Explainability enables the resolution of disagreement between an AI system and human experts, no matter on whose side the error in judgment is ...

A review of Explainable Artificial Intelligence in healthcare

The effective integration of AI models in healthcare hinges on the capacity of these models to be both explainable and interpretable. Gaining the trust of ...

An explainable aI framework for artificial intelligence of medical things

Request PDF | On Dec 4, 2023, Al Amin and others published An explainable aI framework for artificial intelligence of medical things | Find, ...

Survey of Explainable AI Techniques in Healthcare - PMC

Artificial intelligence (AI) with deep learning models has been widely applied in numerous domains, including medical imaging and healthcare tasks. In the ...

Explainability and artificial intelligence in medicine - The Lancet

Ignoring or restricting explainable AI is detrimental to the adoption of AI in medicine as few alternatives exist that can comprehensively respond to ...

Application of explainable artificial intelligence in medical health

The Explainable AI (XAI) techniques have the ability to explain their own actions, identifying their strengths and weaknesses as well as conveying an ...

Explainable artificial intelligence for mental health through ... - Nature

The literature on artificial intelligence (AI) or machine learning (ML) in mental health and psychiatry lacks consensus on what ...

Framework for Classifying Explainable Artificial Intelligence (XAI ...

Artificial intelligence (AI) applied to medicine offers immense promise, in addition to safety and regulatory concerns. Traditional AI produces ...

Explainable Artificial Intelligence for Medical Applications

This aim of this Special Issue is to bring together original research and review articles discussing on the methods and software frameworks needed to build ...

Explainable AI in Healthcare: Ensuring Trust and Transparency in ...

Within the field of artificial intelligence, Explainable AI (XAI) is essential for maintaining ethical norms and promoting regulatory compliance ...

The Role of Explainable AI and Evaluation Frameworks for Safe and ...

The Role of Explainable AI and Evaluation Frameworks for Safe and Effective Integration of Large Language Models in Healthcare · The potential of explainable AI ...

(PDF) A review of Explainable Artificial Intelligence in healthcare

The effective integration of AI models in healthcare hinges on the capacity of these models to be both explainable and interpretable. Gaining ...

Orchestrating explainable artificial intelligence for multimodal and ...

Interpretable or explainable machine learning and AI algorithms are systems where a human user can understand how the prediction (output) is ...

Explainable Artificial Intelligence in the Medical Domain

The classification framework is based on a literature review of existing knowledge on the methods and techniques on explainable AI research. The classification ...

[PDF] A Review on Explainable Artificial Intelligence for Healthcare

Artificial intelligence (AI) models are increasingly finding applications in the field of medicine. Concerns have been raised about the explainability of ...

Explainable AI for Medical Image Analysis in Medical Cyber ...

To this end, this study proposes an explainable framework that integrates machine learning and knowledge reasoning. The explainability of the ...

Explainable artificial intelligence and machine learning: novel ...

Artificial intelligence (AI) and machine learning (ML) are revolutionizing human activities in various fields, with medicine and infectious diseases being ...