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Open access

Research article

First published 2023-12

Interpretable Machine Learning Approach to Predicting Electric Vehicle Buying Decisions

Hamed Naseri, E.O.D. Waygood, Bobin Wang [...]

Transportation Research Record: Journal of the Transportation Research Board

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

Retricted access

Research article

First published 2025-2

Detecting Social Media Rumor Debunking Effectiveness During Public Health Emergencies: An Interpretable Machine Learning Approach

Shuai Zhang, Jianhua Hou, Yang Zhang [...]

Science Communication

Open access

Research article

First published 2025

Evaluation of inflammatory bowel disease-related sleep disorders based on an interpretable machine learning approach: a multicenter study in China

Jiayi Sun, Junhai Zhen, Chuan Liu [...]

Therapeutic Advances in Gastroenterology

Retricted access

Research article

First published 2026-1

Predicting Unplanned Intubations in Rib Fracture Patients: An Interpretable Machine Learning Approach

Shamir C. Harry, Melissa A. Kendall, Emily A. Grimsley [...]

The American Surgeon™

Retricted access

Research article

First published 2025-1

An interpretable machine learning approach for predicting the capacity and failure mode of reinforced concrete columns

May Haggag, Mohamed K Ismail, Wael El-Dakhakhni

Advances in Structural Engineering

Open access

Research article

First published 2026

Patient-reported outcomes as predictors of disability evolution in Multiple Sclerosis: An interpretable machine learning approach

Federica Di Antonio, Giampaolo Brichetto, Andrea Tacchino [...]

Multiple Sclerosis Journal

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Research article

First published 2023-5

In-Depth Understanding of Pedestrian–Vehicle Near-Crash Events at Signalized Intersections: An Interpretable Machine Learning Approach

Xiaoqiang Kong, Subasish Das, Yunlong Zhang [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2025

Construction and validation of a mortality prediction model for patients with sepsis-associated encephalopathy: Interpretable machine learning approach

Ziyi Wang, Lingling Ge, Yongkui Zhu [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2025-12

Relationships between Transportation Expenditures and Built Environment in the United States: Insights from Interpretable Machine-Learning Approach

Sangwan Lee

Journal of Planning Education and Research

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