Rosa Sicilia
Full profile and recent publications of Rosa Sicilia.
Senior Staff
Rosa Sicilia
Associate Professor @ UniCamillus - Saint Camillus International University of Health Sciences
Rosa Sicilia is an Associate Professor at UniCamillus – Saint Camillus International University of Health Sciences. Her research focuses on artificial intelligence, machine learning, deep learning, and multimodal data mining for the analysis of complex biomedical and social data. Her work includes radiomics, radiopathomics, explainable artificial intelligence, multivariate time-series analysis, and multimodal models for precision medicine.
Recent Publications
- SHOVIR: A Benchmark for Evaluating Vision Shortcut Learning in Radiology Report GenerationarXiv preprint arXiv:2606.30201, 2026
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- Predicting 2-Year Overall Survival in NSCLC from CT Scans Using 2D CNNs and Soft Attention2026
- Multimodal Clinical Data Integration for Prognosis of Pulmonary Embolism: A Comparative Study2026
- 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
- Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report GenerationarXiv preprint arXiv:2602.15650, 2026
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- Pathologic Complete Response Prediction with Machine Learning Using Hierarchical Attention Feature Extraction2025
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