Search results: Sage Journals

Available accessResearch articleFirst published May, 2024

Random forest and Shapley additive explanation for compressive strength prediction of NaOH-pretreated crumb rubber concrete

Yang Sun

Progress in Rubber,Plastics and Recycling Technology

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

Open accessResearch articleFirst published July, 2025

Interpretable machine learning model for predicting myocardial injury in intensive care unit patients using SHapley Additive exPlanations analysis

Xiaojiang Liu, Guanyang Chen, Chenxiao Hao [...]

Science Progress

Open accessResearch articleFirst published June, 2025

Guiding computationally intensive theory development with explainable artificial intelligence: The case of shapley additive explanations

Dominik Stoffels, Stefan Faltermaier, Kim Simon Strunk [...]

Journal of Information Technology

Open accessResearch articleFirst published March, 2025

Interpretable Machine Learning Model to Predict Bone Cement Leakage in Percutaneous Vertebral Augmentation for Osteoporotic Vertebral Compression Fracture Based on SHapley Additive exPlanations

Yi-Li Hu, Pei-Yang Wang, Zhi-Yang Xie [...]

Global Spine Journal

Available accessResearch articleFirst published December, 2022

Deep Learning Model for Crash Injury Severity Analysis Using Shapley Additive Explanation Values

Yashu Kang, Aemal J. Khattak

Transportation Research Record: Journal of the Transportation Research Board

Available accessResearch articleFirst published November, 2025

Generative Contextual Insights for Social Media Mental Health Detection With Shapley Additive Explanations (SHAP)-Based Interpretation

Rika Tanaka, Megumi Kodaka, Yusuke Fukazawa

Web Intelligence

Open accessResearch articleFirst published 2026

Development of an explainable machine learning model for predicting poststroke anxiety: A multicenter study using Shapley Additive Explanations and nomogram visualization

Mengke Lyu, Yanming Xie, Min Li [...]

DIGITAL HEALTH

Open accessResearch articleFirst published March, 2025

Caffeine and Beetroot Juice Optimize 1,000-m Performance: Shapley Additive Explanations Analysis

Xiao Liu, Lei Huo, Feng Wang [...]

American Journal of Men's Health

Available accessResearch articleFirst published July, 2023

Quantifying Cell-Type-Specific Differences of Single-Cell Datasets Using Uniform Manifold Approximation and Projection for Dimension Reduction and Shapley Additive exPlanations

Hong Seo Lim, Peng Qiu

Journal of Computational Biology

Available accessResearch articleFirst published May, 2024

Random forest and Shapley additive explanation for compressive strength prediction of NaOH-pretreated crumb rubber concrete

Yang Sun

Progress in Rubber,Plastics and Recycling Technology

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

Open accessResearch articleFirst published July, 2025

Interpretable machine learning model for predicting myocardial injury in intensive care unit patients using SHapley Additive exPlanations analysis

Xiaojiang Liu, Guanyang Chen, Chenxiao Hao [...]

Science Progress

Open accessResearch articleFirst published June, 2025

Guiding computationally intensive theory development with explainable artificial intelligence: The case of shapley additive explanations

Dominik Stoffels, Stefan Faltermaier, Kim Simon Strunk [...]

Journal of Information Technology

Open accessResearch articleFirst published March, 2025

Interpretable Machine Learning Model to Predict Bone Cement Leakage in Percutaneous Vertebral Augmentation for Osteoporotic Vertebral Compression Fracture Based on SHapley Additive exPlanations

Yi-Li Hu, Pei-Yang Wang, Zhi-Yang Xie [...]

Global Spine Journal

Available accessResearch articleFirst published December, 2022

Deep Learning Model for Crash Injury Severity Analysis Using Shapley Additive Explanation Values

Yashu Kang, Aemal J. Khattak

Transportation Research Record: Journal of the Transportation Research Board

Available accessResearch articleFirst published November, 2025

Generative Contextual Insights for Social Media Mental Health Detection With Shapley Additive Explanations (SHAP)-Based Interpretation

Rika Tanaka, Megumi Kodaka, Yusuke Fukazawa

Web Intelligence

Open accessResearch articleFirst published 2026

Development of an explainable machine learning model for predicting poststroke anxiety: A multicenter study using Shapley Additive Explanations and nomogram visualization

Mengke Lyu, Yanming Xie, Min Li [...]

DIGITAL HEALTH

Open accessResearch articleFirst published March, 2025

Caffeine and Beetroot Juice Optimize 1,000-m Performance: Shapley Additive Explanations Analysis

Xiao Liu, Lei Huo, Feng Wang [...]

American Journal of Men's Health

Available accessResearch articleFirst published July, 2023

Quantifying Cell-Type-Specific Differences of Single-Cell Datasets Using Uniform Manifold Approximation and Projection for Dimension Reduction and Shapley Additive exPlanations

Hong Seo Lim, Peng Qiu

Journal of Computational Biology