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1-10 of 195 results for shapley additive interpretation

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Select article: 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

Open access

Research article

First published 2026-1

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

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

Open access

Research article

First published 2025-3

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

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

Retricted access

Research article

First published 2025-11

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

Rika Tanaka, Megumi Kodaka, Yusuke Fukazawa

Web Intelligence

Select article: Interpretable prediction of acute respiratory infection disease among under-five children in Ethiopia using ensemble machine learning and Shapley additive explanations (SHAP)

Open access

Research article

First published 2024

Interpretable prediction of acute respiratory infection disease among under-five children in Ethiopia using ensemble machine learning and Shapley additive explanations (SHAP)

Zinabu Bekele Tadese, Debela Tsegaye Hailu, Aschale Wubete Abebe [...]

DIGITAL HEALTH

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

Open access

Research article

First published 2025-7

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

Select article: Forecasting venue popularity on location‐based services using interpretable machine learning

Retricted access

Research article

First published 2022-07

Forecasting venue popularity on location‐based services using interpretable machine learning

Lei Wang, Ram Gopal, Ramesh Shankar [...]

Production and Operations Management

Select article: Uncovering nonlinear urban factors of homelessness: Evidence from New York City using interpretable machine learning

Open access

Research article

First published 2026-1

Uncovering nonlinear urban factors of homelessness: Evidence from New York City using interpretable machine learning

Shengao Yi, Wei Tu, Tianhong Zhao [...]

Environment and Planning B: Urban Analytics and City Science

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

Open access

Research article

First 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

Select article: Interpretable machine learning for hotel demand prediction: A case study framework from Xiamen,China

Retricted access

Research article

First published 2025-12

Interpretable machine learning for hotel demand prediction: A case study framework from Xiamen,China

Liyao Huang, Weimin Zheng, Suiwen (Sharon) Zou [...]

Tourism Economics

Select article: Connective tissue disease-associated interstitial lung disease risk of readmission and all-cause mortality: Interpretable machine learning approach

Open access

Research article

First published 2025-12

Connective tissue disease-associated interstitial lung disease risk of readmission and all-cause mortality: Interpretable machine learning approach

Boyi Chen, Xixian Hu, Xuefei Shi [...]

Chronic Respiratory Disease

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