Nadia Charguia

According to our database, Nadia Charguia authored at least 3 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals' burnout.

Malvika Pillai, Chao Chin Liu, Elizabeth Kwong, Ian Kratzke, Nadia Charguia, Lukasz Mazur, Karthik Adapa

J. Intell. Inf. Syst., August, 2024

2022

Using Explainable Supervised Machine Learning to Predict Burnout in Healthcare Professionals.

Karthik Adapa, Malvika Pillai, Meagan Foster, Nadia Charguia, Lukasz Mazur

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout.

Malvika Pillai, Karthik Adapa, Meagan Foster, Ian Kratzke, Nadia Charguia, Lukasz Mazur

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022