Search results: Sage Journals

Open accessResearch articleFirst published January, 2026

Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

Adib Md. Ridwan, Khandaker Mohammad Mohi Uddin

Journal of International Medical Research

Free accessResearch articleFirst published 2025

ELIME: Exact Local Interpretable Model-Agnostic Explanation

Junyan Qian, Xiaofu Du, Ruishi Pan [...]

The European Journal on Artificial Intelligence

Restricted accessResearch articleFirst published November, 2023

A novel dataset and local interpretable model-agnostic explanations (LIME) for monkeypox prediction

Nonita Sharma, Sachi Nandan Mohanty, Shalini Mahato [...]

Intelligent Decision Technologies

Open accessResearch articleFirst published 2025

Interpretable machine learning models for predicting in-hospital mortality in patients with chronic critical illness and heart failure: A multicenter study

Min He, Yongqi Lin, Siyu Ren [...]

DIGITAL HEALTH

Restricted accessResearch articleFirst published March, 2025

Machine learning-based environmental art automated design method

Lu Wang

Journal of Computational Methods in Sciences and Engineering

Open accessResearch articleFirst published September, 2025

Multimodal predictive model for strangulation risk in adhesive small bowel obstruction using deep learning and electronic health record data

Han Wang, Jing Wu, Xianglin Ding [...]

Journal of International Medical Research

Open accessResearch articleFirst published April, 2026

Explainable artificial intelligence–driven ensemble learning for asthma risk prediction using machine and deep learning

Md Mahbubur Rahman Druvo, Ashfaqul Islam, Abir Chowdhury [...]

Journal of International Medical Research

Open accessResearch articleFirst published 2025

XAI-Eval: A framework for comparative evaluation of explanation methods in healthcare

Krish Agrawal, Radwa El Shawi, Nada Ahmed

DIGITAL HEALTH

Open accessResearch articleFirst published 2026

Explainable bidirectional encoder representations from image transformers for Alzheimer's disease prediction

Sheikh Muhammad Saqib, Mona A. Alkhattabi, Muhammad Amir Khan [...]

DIGITAL HEALTH

Open accessResearch articleFirst published 2026

Leveraging Explainable AI to Identify Determinants of Lifetime HIV Testing Among Adults in Tennessee,United States: Evidence for Targeted Public Health Strategies From BRFSS 2023

Mustapha Aliyu Muhammad, Bless-me Ajani, Jamilu Sani [...]

Journal of Primary Care & Community Health

Open accessResearch articleFirst published January, 2026

Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

Adib Md. Ridwan, Khandaker Mohammad Mohi Uddin

Journal of International Medical Research

Free accessResearch articleFirst published 2025

ELIME: Exact Local Interpretable Model-Agnostic Explanation

Junyan Qian, Xiaofu Du, Ruishi Pan [...]

The European Journal on Artificial Intelligence

Restricted accessResearch articleFirst published November, 2023

A novel dataset and local interpretable model-agnostic explanations (LIME) for monkeypox prediction

Nonita Sharma, Sachi Nandan Mohanty, Shalini Mahato [...]

Intelligent Decision Technologies

Open accessResearch articleFirst published 2025

Interpretable machine learning models for predicting in-hospital mortality in patients with chronic critical illness and heart failure: A multicenter study

Min He, Yongqi Lin, Siyu Ren [...]

DIGITAL HEALTH

Restricted accessResearch articleFirst published March, 2025

Machine learning-based environmental art automated design method

Lu Wang

Journal of Computational Methods in Sciences and Engineering

Open accessResearch articleFirst published September, 2025

Multimodal predictive model for strangulation risk in adhesive small bowel obstruction using deep learning and electronic health record data

Han Wang, Jing Wu, Xianglin Ding [...]

Journal of International Medical Research

Open accessResearch articleFirst published April, 2026

Explainable artificial intelligence–driven ensemble learning for asthma risk prediction using machine and deep learning

Md Mahbubur Rahman Druvo, Ashfaqul Islam, Abir Chowdhury [...]

Journal of International Medical Research

Open accessResearch articleFirst published 2025

XAI-Eval: A framework for comparative evaluation of explanation methods in healthcare

Krish Agrawal, Radwa El Shawi, Nada Ahmed

DIGITAL HEALTH

Open accessResearch articleFirst published 2026

Explainable bidirectional encoder representations from image transformers for Alzheimer's disease prediction

Sheikh Muhammad Saqib, Mona A. Alkhattabi, Muhammad Amir Khan [...]

DIGITAL HEALTH

Open accessResearch articleFirst published 2026

Leveraging Explainable AI to Identify Determinants of Lifetime HIV Testing Among Adults in Tennessee,United States: Evidence for Targeted Public Health Strategies From BRFSS 2023

Mustapha Aliyu Muhammad, Bless-me Ajani, Jamilu Sani [...]

Journal of Primary Care & Community Health