Matteo Tortora
Full profile and recent publications of Matteo Tortora.
Researcher
Matteo Tortora
Researcher @ University of Genoa
Matteo Tortora is an Assistant Professor (RTD-A) at the Department of Electrical, Electronic, Telecommunications Engineering and Naval Architecture of the University of Genoa. He received his M.Sc. degree with honors and his Ph.D. in Biomedical Engineering from Università Campus Bio-Medico di Roma, where he later worked as a Postdoctoral Researcher on artificial intelligence for precision medicine. His research interests include multimodal deep learning, computer vision, reinforcement learning, time-series forecasting, and hybrid quantum-classical machine learning, with applications to biomedical imaging, remote sensing, energy, and industrial systems.
Recent Publications
- Virtual Treatment for radiotherapy: Multimodal generative prediction of longitudinal NSCLC tumor progression2026
- VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation SimulationarXiv preprint arXiv:2606.21961, 2026
- Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather CovariatesarXiv preprint arXiv:2602.17683, 2026
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- Predicting 2-Year Overall Survival in NSCLC from CT Scans Using 2D CNNs and Soft Attention2026
- Multimodal Clinical Data Integration for Prognosis of Pulmonary Embolism: A Comparative Study2026
- Longitudinal NSCLC Treatment Progression via Multimodal Generative ModelsarXiv preprint arXiv:2603.06147, 2026
- Hybrid Quantum Neural Network for Multivariate Clinical Time Series ForecastingarXiv preprint arXiv:2603.08072, 2026
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