Camillo Maria Caruso

Postdoc, Campus Bio-Medico University of Rome

Joined

February 2026

Names

Camillo Maria Caruso (Preferred)

Emails

****@unicampus.it (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Campus Bio-Medico University of Rome (unicampus.it)

2024 – Present

PhD student

Department of Engineering, Campus Bio-Medico University of Rome (unicampus.it)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Valerio Guarrasi

2021 – 2025

PhD Advisor

Paolo Soda

2021 – 2025

Expertise

Deep Learning

2021 – Present

Publications

Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer
Filippo Ruffini, Camillo Maria Caruso, Claudia Tacconi, Lorenzo Nibid, Francesca Miccolis, Marta Lovino, Carlo Greco, Edy Ippolito, Michele Fiore, Alessio Cortellini, Bruno Beomonte Zobel, Giuseppe Perrone, Bruno Vincenzi, Claudio Marrocco, Alessandro Bria, Elisa Ficarra, Sara Ramella, Valerio Guarrasi, Paolo Soda
- CoRR 2026
- Readers: Everyone
Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises
Afifa Khaled, Mohammed Sabir, Rizwan Qureshi, Camillo Maria Caruso, Valerio Guarrasi, Suncheng Xiang, S. Kevin Zhou
- CoRR 2025
- Readers: Everyone
Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language Pretraining
Daniele Molino, Camillo Maria Caruso, Filippo Ruffini, Paolo Soda, Valerio Guarrasi
- CoRR 2025
- Readers: Everyone
A systematic review of intermediate fusion in multimodal deep learning for biomedical applications
Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
- Image Vis. Comput. 2025
- Readers: Everyone
Next-gen health: from multimodal AI to foundation models
Rosa Sicilia, Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Ermanno Cordelli, Arianna Francesconi, Valerio Guarrasi, Giulio Iannello, Guido Manni, Massimiliano Mantegna, Giustino Marino, Daniele Molino, Elena Mulero Ayllon, Filippo Ruffini, Linlin Shen, Matteo Tortora, Paolo Soda
- Ital-IA 2025
- Readers: Everyone
Mask-Aware Transformers Enable Robust Learning from Incomplete Volumetric Medical Imaging
Camillo Maria Caruso, Riccardo Bruni, Valerio Guarrasi
- ICIAP (Workshops 1) 2025
- Readers: Everyone
MARIA: A multimodal transformer model for incomplete healthcare data
Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
- Comput. Biol. Medicine 2025
- Readers: Everyone
Towards AI-driven Next Generation Personalized Healthcare and Well-being
Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Wenting Chen, Ermanno Cordelli, Omar Coser, Arianna Francesconi, Leonardo Furia, Valerio Guarrasi, Giulio Iannello, Clemente Lauretti, Guido Manni, Giustino Marino, Domenico Paolo, Filippo Ruffini, Linlin Shen, Rosa Sicilia, Paolo Soda, Christian Tamantini et al. (3 additional authors not shown)
- Ital-IA 2024
- Readers: Everyone
A deep learning approach for overall survival prediction in lung cancer with missing values
Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
- Comput. Methods Programs Biomed. 2024
- Readers: Everyone
Not Another Imputation Method: A Transformer-based Model for Missing Values in Tabular Datasets
Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
- CoRR 2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 53 co-authors