Predicting depression risk in Chinese public transit drivers using machine learning algorithms
Bibliographic Data
| ID | 21623389 |
|---|---|
| Authors | Shuliang Bai (0000-0003-4974-6578, Nanjing Drum Tower Hospital), Peibing Liu (Nanjing Drum Tower Hospital), Bing Zhang (0000-0002-3953-0290, Nanjing Drum Tower Hospital), Renlai Zhou (0000-0001-7035-7097, Nanjing Drum Tower Hospital, corresponding author) |
| Year | 2025 |
| Volume | 44 |
| Issue | 11 |
| Pages | 10070-10084 |
| Publication date | 2025-06-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Current Psychology (JOURNAL) |
| Journal identifiers | ISSN: 1046-1310 • E-ISSN: 1936-4733 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s12144-025-07869-x |
| OpenAlex | W4409868669 |
| Language | EN |
| References cited | 54 |
Algorithm · Machine learning · Public transport · Transport engineering · Cardiovascular Health and Risk Factors · Computer Science · Engineering · Mental Health Research Topics · Mental Health via Writing · Psychology · Artificial Intelligence
Personality in Adulthood
Applied Logistic Regression
Anxiety-related attentional biases and their regulation by attentional control.
Choosing Prediction Over Explanation in Psychology
Machine Learning Approaches for Clinical Psychology and Psychiatry
Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves
Public health significance of neuroticism.
Negative life events, cognitive emotion regulation and emotional problems
Learning from Imbalanced Data
The global burden of mental disorders
Support-Vector Networks
The Critical Relationship Between Anxiety and Depression
Beck Depression Inventory–II
Development of a new resilience scale
Greedy function approximation
Random Forests
The Pittsburgh sleep quality index
Regression Shrinkage and Selection Via the Lasso
The PHQ-9
The Satisfaction With Life Scale
Urbanization and Mental Health in China
Development of a Driving Anger Scale
Hostility in Depression
The Deepwater Horizon explosion
A Global Measure of Perceived Stress
| Highly cited | No |
|---|