Martin Katzman

According to our database, Martin Katzman authored at least 5 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Explainable counterfactual reasoning in depression medication selection at multi-levels (personalized and population).

Xinyu Qin, Mark H. Chignell, Alexandria Greifenberger, Sachinthya Lokuge, Elssa Toumeh, Tia Sternat, Martin Katzman, Lu Wang

BMC Medical Informatics Decis. Mak., December, 2026

2025

Beyond the Feature Level: A Cluster Analysis of Feature-Level Social Media Behaviour Patterns, Maladaptive Use, and Psychological Well-Being.

Zefan Sramek, Sachinthya Lokuge, Tia Sternat, Martin Katzman, Koji Yatani

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2025

2021

Hierarchical Clustering of Multi-Study Depression Data Yields Four Symptom Clusters.

Lu Wang, Mark H. Chignell, Haoyan Jiang, Sachinthya Lokuge, Geneva Mason, Kathryn Fotinos, Martin Katzman

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Prioritization of Multi-level Risk Factors, and Predicting Changes in Depression Ratings after Treatment Using Multi-Task Learning.

Lu Wang, Mark H. Chignell, Haoyan Jiang, Sachinthya Lokuge, Geneva Mason, Kathryn Fotinos, Martin Katzman

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Discovering the Causal Structure of the Hamilton Rating Scale for Depression Using Causal Discovery.

Lu Wang, Mark H. Chignell, Haoyan Jiang, Sachinthya Lokuge, Geneva Mason, Kathryn Fotinos, Martin Katzman

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021