Sage Journals: Discover world-class research

Open access

Research article

First published 2025

Developing a predictive model for septic shock risk in acute pancreatitis patients using interpretable machine learning algorithms

Binglin Song, Ping Liu, Kangrui Fu [...]

DIGITAL HEALTH

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

Retricted access

Research article

First published 2025

Resilience-Driven Car-Following Risk Evolution Analysis Using an Explainable Machine Learning Approach

Huansong Zhang, Yongjun Shen, Qiong Bao [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2025

Predicting mechanical ventilation duration in ICU patients: A data-driven machine learning approach for clinical decision-making

Shivi Mendiratta, Vinay Gandhi Mukkelli, Esha Baidya Kayal [...]

DIGITAL HEALTH

Open access

Research article

First published 2025

Advancing the Methodology for Identifying Crash Contributing Factors in Implementing a Systemic Approach for Prioritizing Sites for Safety Improvements

Mahsa Jafari, Bhagwant Persaud, Cameron Mohammadi

Transportation Research Record: Journal of the Transportation Research Board

Open access

Review article

First published 2024

Enhancing airflow dynamics in airjet spinning: A machine learning approach to optimize nozzle design

Anja Koetzsch, Thomas Weide

Journal of Engineered Fibers and Fabrics

Open access

Research article

First published 2026

Work-Life Conditions as the Primary Determinant of Seafarer Mental Health: An Explainable Machine Learning Analysis

Yongwei Jiang, Zhendong Tang, Hua Liu [...]

INQUIRY: The Journal of Health Care Organization,Provision,and Financing

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

Retricted access

Research article

First published 2024-6

Predicting Fatigue-Associated Aberrant Driving Behaviors Using a Dynamic Weighted Moving Average Model With a Long Short-Term Memory Network Based on Heart Rate Variability

Cheng-Yu Tsai, He-in Cheong, Robert Houghton [...]

Human Factors: The Journal of the Human Factors and Ergonomics Society

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

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