Osmani, Venet

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

Sheikhalishahi, S., Miotto, R., Dudley, J. T., Lavelli, A., Rinaldi, F., & Osmani, V. (2019) · JMIR Medical Informatics

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 558

Smartphone-Based Recognition of States and State Changes in Bipolar Disorder Patients

Grunerbl, A., Muaremi, A., Osmani, V., Bahle, G., Ohler, S., Troster, G., Mayora, O., Haring, C., & Lukowicz, P. (2015) · IEEE Journal of Biomedical and Health Informatics

Context-Aware Activity Recognition SystemsEmotion and Mood Recognition

Cited by 384

Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients

Gruenerbl, A., Osmani, V., Bahle, G., Carrasco, J. C., Oehler, S., Mayora, O., Haring, C., & Lukowicz, P. (2014) · Proceedings of the 5th Augmented Human International Conference

Context-Aware Activity Recognition SystemsMental Health Research Topics

Cited by 139

Benchmarking machine learning models on multi-centre eICU critical care dataset

Sheikhalishahi, S., Balaraman, V., & Osmani, V. (2020) · PLOS ONE

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 89

Smartphones in Mental Health: Detecting Depressive and Manic Episodes

Osmani, V. (2015) · IEEE Pervasive Computing

Digital Mental Health InterventionsContext-Aware Activity Recognition Systems

Cited by 82

Generative AI mitigates representation bias and improves model fairness through synthetic health data

Marchesi, R., Micheletti, N., I-Hsien Kuo, N., Barbieri, S., Jurman, G., & Osmani, V. (2025) · PLOS Computational Biology

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 29