Arianna Francesconi
Full profile and recent publications of Arianna Francesconi.
PhD
Arianna Francesconi
PhD Candidate @ Università Campus Bio-Medico di Roma
Arianna Francesconi is a final-year Ph.D. candidate in Artificial Intelligence at UCBM. Her research focuses on machine learning and deep learning for biomedical applications, with particular interests in multimodal learning, domain adaptation, fairness, and robust learning from heterogeneous and incomplete data. Her work aims to develop AI methodologies that can effectively integrate and transfer knowledge across different data modalities, domains, and patient populations, with applications spanning medical imaging, speech analysis, and neurodegenerative diseases.
Recent Publications
- Fairness-Aware Partial-label Domain Adaptation for Voice Classification of Parkinson's and ALSarXiv preprint arXiv:2602.18535, 2026
- Cross-Dataset Multivariate Time-Series Model for Parkinson’s Diagnosis via Keyboard Dynamics2026
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- Identifying Cardiogenic Shock Sub-Phenotypes with Machine Learning: A Multicenter Study Combining Clinical and Echocardiographic Data2025
- Class balancing diversity multimodal ensemble for Alzheimer’s disease diagnosis and early detection2025
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