Camillo Maria Caruso

According to our database, Camillo Maria Caruso authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Resilient Vision-Tabular Multimodal Learning under Modality Missingness.

Camillo Maria Caruso, Valerio Guarrasi, Paolo Soda

CoRR, May, 2026

Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC.

Alice Natalina Caragliano, Giulia Farina, Fatih Aksu, Camillo Maria Caruso, Claudia Tacconi, Carlo Greco, Lorenzo Nibid, Edy Ippolito, Michele Fiore, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi

CoRR, March, 2026

Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation.

Daniele Molino, Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi

CoRR, March, 2026

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, January, 2026

Not another imputation method: A transformer-based model for missing values in tabular datasets.

Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi

AI Open, 2026

2025

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, June, 2025

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, June, 2025

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

MARIA: A multimodal transformer model for incomplete healthcare data.

Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi

Comput. Biol. Medicine, 2025

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

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Mask-Aware Transformers Enable Robust Learning from Incomplete Volumetric Medical Imaging.

Camillo Maria Caruso, Riccardo Bruni, Valerio Guarrasi

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

2024

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

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, Matteo Tortora, Zhuoru Wu, Loredana Zollo

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2023

A Cascade of Learners for Firemen' Emergency Events Classification.

Camillo Maria Caruso, Paolo Soda, Carlo Giammichele, Francesca Rotilio, Rosa Sicilia

IEEE Access, 2023

Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges.

Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda

Proceedings of the Italia Intelligenza Artificiale, 2023

2022

A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer.

Camillo Maria Caruso, Valerio Guarrasi, Ermanno Cordelli, Rosa Sicilia, Silvia Gentile, Laura Messina, Michele Fiore, Claudia L. Piccolo, Bruno Beomonte Zobel, Giulio Iannello, Sara Ramella, Paolo Soda

J. Imaging, 2022