Matteo Tortora

According to our database, Matteo Tortora authored at least 24 papers between 2020 and 2026.

Collaborative distances:

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

2026

Predicting lung cancer survival with attention-based CT slices combination.

Domenico Paolo, Carlo Greco, Edy Ippolito, Michele Fiore, Sara Ramella, Paolo Soda, Matteo Tortora, Alessandro Bria, Rosa Sicilia

Health Inf. Sci. Syst., December, 2026

Hybrid Quantum Neural Network for Multivariate Clinical Time Series Forecasting.

Irene Iele, Floriano Caprio, Paolo Soda, Matteo Tortora

CoRR, March, 2026

Longitudinal NSCLC Treatment Progression via Multimodal Generative Models.

Massimiliano Mantegna, Elena Mulero Ayllon, Alice Natalina Caragliano, Francesco Di Feola, Claudia Tacconi, Michele Fiore, Edy Ippolito, Carlo Greco, Sara Ramella, Philippe C. Cattin, Paolo Soda, Matteo Tortora, Valerio Guarrasi

CoRR, March, 2026

Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates.

Irene Iele, Giulia Romoli, Daniele Molino, Elena Mulero Ayllon, Filippo Ruffini, Paolo Soda, Matteo Tortora

CoRR, February, 2026

2025

Correction: Machine learning predicts pulmonary long Covid sequelae using clinical data.

Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì

BMC Medical Informatics Decis. Mak., December, 2025

Context-Gated Cross-Modal Perception with Visual Mamba for PET-CT Lung Tumor Segmentation.

Elena Mulero Ayllon, Linlin Shen, Pierangelo Veltri, Fabrizia Gelardi, Arturo Chiti, Paolo Soda, Matteo Tortora

CoRR, October, 2025

Deep learning for human locomotion analysis in lower-limb exoskeletons: a comparative study.

Omar Coser, Christian Tamantini, Matteo Tortora, Leonardo Furia, Rosa Sicilia, Loredana Zollo, Paolo Soda

Frontiers Comput. Sci., 2025

Towards a sustainable future: AI-powered solutions in agriculture and green energy.

Matteo Tortora, Giulia Romoli, Valerio Guarrasi, Rosa Sicilia, Francesco Conte, Federico Silvestro, 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

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

Medicine without boundaries: generative AI for translating medical data across modalities.

Valerio Guarrasi, Francesco Di Feola, Giulio Ianello, Irene Iele, Linlin Shen, Massimiliano Mantegna, Daniele Molino, Elena Mulero Ayllon, Ludovica Pompilio, Aurora Rofena, Marco Salmè, Rosa Sicilia, 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

Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging.

Elena Mulero Ayllon, Massimiliano Mantegna, Linlin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2024

Machine learning predicts pulmonary Long Covid sequelae using clinical data.

Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì

BMC Medical Informatics Decis. Mak., December, 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

Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins.

Carolina Adornato, Cecilia Assolito, Ermanno Cordelli, Francesco Di Feola, Valerio Guarrasi, Giulio Iannello, Lorenzo Marcoccia, Elena Mulero Ayllon, Rebecca Restivo, Aurora Rofena, Rosa Sicilia, Paolo Soda, Matteo Tortora, Lorenzo Tronchin

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Benchmarking GAN-Based vs Classical Data Augmentation on Biomedical Images.

Massimiliano Mantegna, Lorenzo Tronchin, Matteo Tortora, Paolo Soda

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

AI-CARE: Artificial Intelligence for Customized Adaptive Robot-Aided Rehabilitation.

Rita Molle, Christian Tamantini, Alessia Paglialonga, Davide Simeone, Leonardo Furia, Matteo Tortora, Clemente Lauretti, Giulio Iannello, Paolo Soda, Rosa Sicilia, Fabrizio Dabbene, Loredana Zollo

Proceedings of the Human-Friendly Robotics 2024 - HFR: 17th International Workshop on Human-Friendly Robotics, Lugano, Switzerland, 30 September, 2024

2023

MATNet: Multi-Level Fusion and Self-Attention Transformer-Based Model for Multivariate Multi-Step Day-Ahead PV Generation Forecasting.

Matteo Tortora, Francesco Conte, Gianluca Natrella, Paolo Soda

CoRR, 2023

RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy.

Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda

IEEE Access, 2023

Sustainable AI: inside the deep, alongside the green.

Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora

Proceedings of the Italia Intelligenza Artificiale, 2023

Exploring Early Stress Detection from Multimodal Time Series with Deep Reinforcement Learning.

Leonardo Furia, Matteo Tortora, Paolo Soda, Rosa Sicilia

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

PyTrack: A Map-Matching-Based Python Toolbox for Vehicle Trajectory Reconstruction.

Matteo Tortora, Ermanno Cordelli, Paolo Soda

IEEE Access, 2022

2021

Deep Reinforcement Learning for Fractionated Radiotherapy in Non-Small Cell Lung Carcinoma.

Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Marianna Miele, Paolo Matteucci, Giulio Iannello, Sara Ramella, Paolo Soda

Artif. Intell. Medicine, 2021

Exploring Deep Pathomics in Lung Cancer.

Charles Z. Liu, Rosa Sicilia, Matteo Tortora, Ermanno Cordelli, Lorenzo Nibid, Giovanna Sabarese, Giuseppe Perrone, Michele Fiore, Sara Ramella, Paolo Soda

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy.

Ermanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020