[HTML][HTML] Unveiling the black box: a systematic review of Explainable Artificial Intelligence in medical image analysis

D Muhammad, M Bendechache - Computational and structural …, 2024‏ - Elsevier
This systematic literature review examines state-of-the-art Explainable Artificial Intelligence
(XAI) methods applied to medical image analysis, discussing current challenges and future …

[HTML][HTML] Explainable artificial intelligence for investigating the effect of lifestyle factors on obesity

T Khater, H Tawfik, B Singh - Intelligent Systems with Applications, 2024‏ - Elsevier
Obesity is a critical health issue associated with severe medical conditions. To enhance
public health and well-being, early prediction of obesity risk is crucial. This study introduces …

Explainable ai for breast cancer detection: A lime-driven approach

T Khater, A Hussain, S Mahmoud… - 2023 16th International …, 2023‏ - ieeexplore.ieee.org
Artificial Intelligence is transforming the healthcare industry due to the increasing
accessibility of organized and unorganized information and the rapid development of …

Machine Learning Approaches for Obesity Classification and Prediction: An Analysis of Demographic, Lifestyle, and Health Factors

J Azu, R Hasan, S Ahmad… - 2024 2nd International …, 2024‏ - ieeexplore.ieee.org
The high level of obesity poses a serious public health problem across the globe, being a
leading cause of various chronic diseases and substantial threats to the quality of people's …