Articles

Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review

in Nuclear Medicine

• Bart M. de Vries
• Gerben J. C. Zwezerijnen
• George L. Burchell
• Floris H. P. van Velden
• Catharina Willemien Menke-van der Houven van Oordt
• Ronald Boellaard

Interpretable machine learning comprehensive human gait deterioration analysis

• Abdullah S. Alharthi

A systematic review on the integration of explainable artificial intelligence in intrusion detection systems to enhancing transparency and interpretability in cybersecurity

in Machine Learning and Artificial Intelligence

• Vincent Zibi Mohale
• Ibidun Christiana Obagbuwa

Fundamental considerations for the use of explainable AI in law enforcement

in Politics of Technology

• Maximilian Zocholl
• Dafni Stampouli
• Mark Wittfoth
• Gregory Mounier

Human-centered evaluation of explainable AI applications: a systematic review

in Machine Learning and Artificial Intelligence

• Jenia Kim
• Henry Maathuis
• Danielle Sent

Explainable AI-driven intelligent system for precision forecasting in cardiovascular disease

in Precision Medicine

• Anas Bilal
• Abdulkareem Alzahrani
• Khalid Almohammadi
• Muhammad Saleem
• Muhammad Sajid Farooq
• Raheem Sarwar

Explainable AI in medicine: challenges of integrating XAI into the future clinical routine

in Artificial Intelligence in Radiology

• Tim Räz
• Aurélie Pahud De Mortanges
• Mauricio Reyes

Explainability in machine learning: a pedagogical perspective

in STEM Education

• Andreas Bueff
• Ioannis Papantonis
• Auste Simkute
• Vaishak Belle

Explainable deep learning in plant phenotyping

in AI in Food, Agriculture and Water

• Sakib Mostafa
• Debajyoti Mondal
• Karim Panjvani
• Leon Kochian
• Ian Stavness

Explainable artificial intelligence in pancreatic cancer prediction: from transparency to clinical decision-making

in Gastrointestinal Cancers: Hepato Pancreatic Biliary Cancers

• Wardah Alharbi
• Asma Abdullah Alfayez

Model-agnostic explainable artificial intelligence tools for severity prediction and symptom analysis on Indian COVID-19 data

in Medicine and Public Health

• Athira Nambiar
• Harikrishnaa S
• Sharanprasath S

Explainable artificial intelligence for gait analysis: advances, pitfalls, and challenges - a systematic review

in Biomechanics

• Liangliang Xiang
• Zixiang Gao
• Peimin Yu
• Justin Fernandez
• Yaodong Gu
• Ruoli Wang
• Elena M. Gutierrez-Farewik

The Clinical Value of Explainable Deep Learning for Diagnosing Fungal Keratitis Using in vivo Confocal Microscopy Images

in Ophthalmology

• Fan Xu
• Li Jiang
• Wenjing He
• Guangyi Huang
• Yiyi Hong
• Fen Tang
• Jian Lv
• Yunru Lin
• Yikun Qin
• Rushi Lan

GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations

in Natural Language Processing

• Rick Wilming
• Artur Dox
• Hjalmar Schulz
• Marta Oliveira
• Benedict Clark
• Stefan Haufe

Explainable artificial intelligence based on feature optimization for age at onset prediction of spinocerebellar ataxia type 3

• Danlei Ru
• Jinchen Li
• Ouyi Xie
• Linliu Peng
• Hong Jiang
• Rong Qiu

Explainable AI and monocular vision for enhanced UAV navigation in smart cities: prospects and challenges

in Smart Technologies and Cities

• Shumaila Javaid
• Muhammad Asghar Khan
• Hamza Fahim
• Bin He
• Nasir Saeed