Camillo Maria Caruso

19 papers Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer.
CoRR
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
2026 J jnl
Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC.
CoRR
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
2026 J jnl
Not another imputation method: A transformer-based model for missing values in tabular datasets.
AI Open
Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2026 J jnl
Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation.
CoRR
Daniele Molino, Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2025 J jnl
A systematic review of intermediate fusion in multimodal deep learning for biomedical applications.
Image Vis. Comput.
Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
2025 J jnl
Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future Promises.
CoRR
Afifa Khaled, Mohammed Sabir, Rizwan Qureshi, Camillo Maria Caruso, Valerio Guarrasi, Suncheng Xiang, S. Kevin Zhou
2025 J jnl
MARIA: A multimodal transformer model for incomplete healthcare data.
Comput. Biol. Medicine
Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2025 — conf
Mask-Aware Transformers Enable Robust Learning from Incomplete Volumetric Medical Imaging.
ICIAP (Workshops 1)
Camillo Maria Caruso, Riccardo Bruni, Valerio Guarrasi
2025 — conf
Next-gen health: from multimodal AI to foundation models.
Ital-IA
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
2025 J jnl
Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language Pretraining.
CoRR
Daniele Molino, Camillo Maria Caruso, Filippo Ruffini, Paolo Soda, Valerio Guarrasi
2024 J jnl
A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications.
CoRR
Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
2024 J jnl
A deep learning approach for overall survival prediction in lung cancer with missing values.
Comput. Methods Programs Biomed.
Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
2024 J jnl
MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data.
CoRR
Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2024 J jnl
Not Another Imputation Method: A Transformer-based Model for Missing Values in Tabular Datasets.
CoRR
Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2024 — conf
Towards AI-driven Next Generation Personalized Healthcare and Well-being.
Ital-IA
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
2023 J jnl
A Cascade of Learners for Firemen' Emergency Events Classification.
IEEE Access
Camillo Maria Caruso, Paolo Soda, Carlo Giammichele, Francesca Rotilio, Rosa Sicilia
2023 J jnl
A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values.
CoRR
Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
2023 — conf
Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges.
Ital-IA
Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2022 J jnl
A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer.
J. Imaging
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