Rosa Sicilia

Full profile and recent publications of Rosa Sicilia.

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.

Multimodal Learning Explainable AI Time-Series Analysis

Recent Publications

  1. SHOVIR: A Benchmark for Evaluating Vision Shortcut Learning in Radiology Report Generation
    arXiv preprint arXiv:2606.30201, 2026
  2. Predicting lung cancer survival with attention-based CT slices combination
    2026
  3. Predicting 2-Year Overall Survival in NSCLC from CT Scans Using 2D CNNs and Soft Attention
    2026
  4. Multimodal Clinical Data Integration for Prognosis of Pulmonary Embolism: A Comparative Study
    2026
  5. Fairness-Aware Partial-label Domain Adaptation for Voice Classification of Parkinson's and ALS
    arXiv preprint arXiv:2602.18535, 2026
  6. Cross-Dataset Multivariate Time-Series Model for Parkinson’s Diagnosis via Keyboard Dynamics
    2026
  7. Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report Generation
    arXiv preprint arXiv:2602.15650, 2026
  8. Towards a Sustainable Future: AI-Powered Solutions in Agriculture and Green Energy
    2025
  9. Pathologic Complete Response Prediction with Machine Learning Using Hierarchical Attention Feature Extraction
    2025
  10. Next-Gen Health: from Multimodal AI to Foundation Models
    2025