Manuela Ferrario
Scholar

Manuela Ferrario

Google Scholar ID: z4dLa4cAAAAJ
Associate Professor, Politecnico di Milano,DEIB
Cardiovascular ModelingMonitoring in critical careHeart Rate VariabilityMachine learning
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Citations & Impact
All-time
Citations
2,913
 
H-index
29
 
i10-index
53
 
Publications
20
 
Co-authors
13
list available
Contact
No contact links provided.
Publications
3 items
When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability Evidence
2026
Cited
0
SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model
2026
Cited
0
QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients
2025
Cited
0
Resume (English only)
Co-authors
13 total
Co-author 1
Co-author 1
Giuseppe Baselli
Giuseppe Baselli
DEIB, Politecnico di Milano
Co-author 3
Co-author 3
Giovanni Magenes
Giovanni Magenes
Professor of Biomedical Engineering, University of Pavia, Italy
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Nicola Toschi
Nicola Toschi
Department of Biomedicine and Prevention, University of Rome Tor Vergata