Arianna Francesconi

Full profile and recent publications of Arianna Francesconi.

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.

Unpaired Data Multimodal Learning Imbalanced Data Healthcare AI

Recent Publications

  1. Fairness-Aware Partial-label Domain Adaptation for Voice Classification of Parkinson's and ALS
    arXiv preprint arXiv:2602.18535, 2026
  2. Cross-Dataset Multivariate Time-Series Model for Parkinson’s Diagnosis via Keyboard Dynamics
    2026
  3. Next-Gen Health: from Multimodal AI to Foundation Models
    2025
  4. Identifying Cardiogenic Shock Sub-Phenotypes with Machine Learning: A Multicenter Study Combining Clinical and Echocardiographic Data
    2025
  5. Class balancing diversity multimodal ensemble for Alzheimer’s disease diagnosis and early detection
    2025
  6. Towards AI-driven Next Generation Personalized Healthcare and Well-being
    2024