Camillo Maria Caruso
Full profile and recent publications of Camillo Maria Caruso.
Researcher
Camillo Maria Caruso
Postdoctoral Researcher @ Università Campus Bio-Medico di Roma
Camillo M. Caruso is a researcher with a Ph.D. in AI, designing and building multimodal deep-learning systems that turn heterogeneous clinical data, imaging, tabular records, free text, into actionable tools for diagnosis, prognosis, and treatment support, with a particular focus on learning robustly from incomplete information. He earned his Ph.D. at University Campus Bio-Medico of Rome, where he developed transformer-based architectures resilient to missing data for classification and time-to-event prediction tasks, publishing in venues such as AI Open, Computers in Biology and Medicine, and IEEE Access, and making his research publicly available as open source.
Recent Publications
- Retrieval-Augmented Anatomical Guidance for Text-to-CT GenerationarXiv preprint arXiv:2603.08305, 2026
- Not another imputation method: A transformer-based model for missing values in tabular datasets2026
- Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLCarXiv preprint arXiv:2603.15100, 2026
- Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer2026
- Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language PretrainingarXiv preprint arXiv:2506.00633, 2025
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- Long-term outcomes from pembrolizumab monotherapy in patients with advanced NSCLC, PD-L1 expression ≥ 50 %, and poor performance status: Transformer-based AI to characterize prognostic complexity2025
- Leveraging MIMIC Datasets for Better Digital Health: A Review on Open Problems, Progress Highlights, and Future PromisesarXiv preprint arXiv:2506.12808, 2025
- A systematic review of intermediate fusion in multimodal deep learning for biomedical applications2025