publications

My collection of publications.

Google Scholar
1308 Citations
21 h-index
31 i10-index

Updated 2026-06-03

2026

  1. Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging
    Ruffini, Filippo, Ayllón, Elena Mulero, Shen, Linlin, Soda, Paolo, and Guarrasi, Valerio
    Computer Methods and Programs in Biomedicine 2026
    Article
  2. Not another imputation method: A transformer-based model for missing values in tabular datasets
    Caruso, Camillo Maria, Soda, Paolo, and Guarrasi, Valerio
    AI Open 2026
    Article
  3. Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report Generation
    Salmè, Marco, Siciliano, Federico, Silvestri, Fabrizio, Soda, Paolo, Sicilia, Rosa, and Guarrasi, Valerio
    Information Systems Frontiers 2026
    Article
  4. Mask-Aware Transformers Enable Robust Learning from Incomplete Volumetric Medical Imaging
    Caruso, Camillo Maria, Bruni, Riccardo, and Guarrasi, Valerio
    Lecture Notes in Computer Science 2026
    Article
  5. Machine Learning Models for Sepsis: From Early Detection to Short- and Long-Term Prognosis
    Ristori, Maria Vittoria, Ruffini, Filippo, Spoto, Silvia, Cammarata, Roberto, La Vaccara, Vincenzo, Bani, Lucrezia, Caputo, Damiano, Soda, Paolo,  Guarrasi, Valerio, and Angeletti, Silvia
    International Journal of Molecular Sciences 2026
    Article
  6. Virtual Treatment for radiotherapy: Multimodal generative prediction of longitudinal NSCLC tumor progression
    Mantegna, Massimiliano, Ayllón, Elena Mulero, Caragliano, Alice Natalina, Di Feola, Francesco, Tacconi, Claudia, Fiore, Michele, Ippolito, Edy, Greco, Carlo, Ramella, Sara, Cattin, Philippe C., Tortora, Matteo,  Guarrasi, Valerio, and Soda, Paolo
    Computerized Medical Imaging and Graphics 2026
    Article
  7. XGeM: A multi-prompt foundation model for multimodal medical data generation
    Molino, Daniele, Di Feola, Francesco, Faiella, Eliodoro, Fazzini, Deborah, Santucci, Domiziana, Shen, Linlin,  Guarrasi, Valerio, and Soda, Paolo
    Computerized Medical Imaging and Graphics 2026
    Article
  8. Beyond a single mode: GAN ensembles for diverse medical data generation
    Tronchin, Lorenzo, Löfstedt, Tommy, Soda, Paolo, and Guarrasi, Valerio
    Computer Methods and Programs in Biomedicine 2026
    Article
  9. ACGM: Attribute-Centric Graph Modeling Network for Concurrent Missing Tabular Data Imputation and COVID-19 Prognosis
    Wu, Zhuoru, Chen, Wenting, Li, Xuechen, Ruffini, Filippo, Liu, Shaonan, Tronchin, Lorenzo, Albano, Domenico, Faiella, Eliodoro, Fazzini, Deborah, Santucci, Domiziana, Luo, Xiaoling,  Guarrasi, Valerio, Soda, Paolo, and Shen, Linlin
    IEEE Journal of Biomedical and Health Informatics 2026
    Article
  10. Augmented intelligence for multimodal virtual biopsy in breast cancer using generative artificial intelligence
    Rofena, Aurora, Piccolo, Claudia Lucia, Zobel, Bruno Beomonte, Soda, Paolo, and Guarrasi, Valerio
    Journal of Biomedical Informatics 2026
    Article
  11. Cross-Dataset Multivariate Time-Series Model for Parkinson’s Diagnosis via Keyboard Dynamics
    Francesconi, Arianna, Cappetta, Donato, Rebecchi, Fabio, Soda, Paolo,  Guarrasi, Valerio, and Sicilia, Rosa
    Communications in Computer and Information Science 2026
    Article

2025

  1. An optimized ensemble search approach for classification of higher-level gait disorder using brain magnetic resonance images
    Mogensen, Klara,  Guarrasi, Valerio, Larsson, Jenny, Hansson, William, Wåhlin, Anders, Koskinen, Lars-Owe, Malm, Jan, Eklund, Anders, Soda, Paolo, and Qvarlander, Sara
    Computers in Biology and Medicine 2025
    Article
  2. Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging
    Ayllon, Elena Mulero, Mantegna, Massimiliano, Shen, Linlin, Soda, Paolo,  Guarrasi, Valerio, and Tortora, Matteo
    2025
    Article
  3. Next-Gen Health: from Multimodal AI to Foundation Models
    Sicilia, Rosa, Aksu, Fatih, Bria, Alessandro, Caragliano, Alice Natalina, Caruso, Camillo Maria, Cordelli, Ermanno, Francesconi, Arianna,  Guarrasi, Valerio, Iannello, Giulio, Manni, Guido, Mantegna, Massimiliano, Marino, Giustino, Molino, Daniele, Ayllón, Elena Mulero, Ruffini, Filippo, Shen, Linlin, Tortora, Matteo, and Soda, Paolo
    2025
    Article
  4. Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin
    Guarrasi, Valerio, Di Feola, Francesco, Restivo, Rebecca, Tronchin, Lorenzo, and Soda, Paolo
    2025
    Article
  5. Multi-scale texture loss for CT denoising with GANs
    Di Feola, Francesco, Tronchin, Lorenzo,  Guarrasi, Valerio, and Soda, Paolo
    AI Open 2025
    Article
  6. Advances in Medical Knowledge Systems: LLMs, RAG and Foundation Models
    Di Teodoro, Giulia,  Guarrasi, Valerio, Siciliano, Federico, and Silvestri, Fabrizio
    2025
    Article
  7. MARIA: A multimodal transformer model for incomplete healthcare data
    Caruso, Camillo Maria, Soda, Paolo, and Guarrasi, Valerio
    Computers in Biology and Medicine 2025
    Article
  8. Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation
    Molino, Daniele, Feola, Francesco, Shen, Linlin, Soda, Paolo, and Guarrasi, Valerio
    2025
    Article
  9. Class balancing diversity multimodal ensemble for Alzheimer’s disease diagnosis and early detection
    Francesconi, Arianna, Biase, Lazzaro, Cappetta, Donato, Rebecchi, Fabio, Soda, Paolo, Sicilia, Rosa, and Guarrasi, Valerio
    Computerized Medical Imaging and Graphics 2025
    Article
  10. Transformer-based AI approach to unravel long-term, time-dependent prognostic complexity in patients with advanced NSCLC and PD-L1 ≥50%: insights from the pembrolizumab 5-year global registry
    Cortellini, Alessio, Santo, Valentina, Brunetti, Leonardo, Garbo, Edoardo, Pinato, David J., La Cava, Giulia, Naidoo, Jarushka, Katz, Artur, Loza, Monica, Neal, Joel W., Genova, Carlo, Gettinger, Scott, Kim, So Yeon, Jayakrishnan, Ritujith, El Zarif, Talal, Russano, Marco, Pecci, Federica, Di Federico, Alessandro, Alessi, Joao V., Montrone, Michele, Owen, Dwight H., Ramella, Sara, Signorelli, Diego, Fidler, Mary Jo, Li, Mingjia, Camerini, Andrea, Halmos, Balazs, Vincenzi, Bruno, Metro, Giulio, Passiglia, Francesco, Yendamuri, Sai, Guida, Annalisa, Ghidini, Michele, D’Alessio, Antonio, Banna, Giuseppe L., Fulgenzi, Claudia A.M., Grisanti, Salvatore, Grossi, Francesco, D’Incecco, Armida, Josephides, Eleni, Van Hemelrijck, Mieke, Russo, Alessandro, Gelibter, Alain, Spinelli, Gianpaolo, Verrico, Monica, Tomasik, Bartłomiej, Giusti, Raffaele, Balachandran, Kirsty, Bria, Emilio, Sebastian, Martin, Rost, Maximilian, Forster, Martin, Mukherjee, Uma, Landi, Lorenza, Mazzoni, Francesca, Aujayeb, Avinash, Dupont, Manuel, Curioni-Fontecedro, Alessandra, Chiari, Rita, Sforza, Vincenzo, Tiseo, Marcello, Friedlaender, Alex, Addeo, Alfredo, Zoratto, Federica, De Tursi, Michele, Cantini, Luca, Roca, Elisa, Mountzios, Giannis, Rocco, Danilo, Della Gravara, Luigi, Kalvapudi, Sukumar, Inno, Alessandro, Bironzo, Paolo, Di Marco Barros, Rafael, O’Reilly, David, Fitzpatrick, Orla, Karapanagiotou, Eleni, Monnet, Isabelle, Baena, Javier, Macerelli, Marianna, Piedra, Aida, Agustoni, Francesco, Cortinovis, Diego Luigi, Tonini, Giuseppe, Minuti, Gabriele, Bennati, Chiara, Mezquita, Laura, Gorría, Teresa, Servetto, Alberto, Beninato, Teresa, Lo Russo, Giuseppe, Prelaj, Arsela, De Giglio, Andrea, Rogado, Jacobo, Moliner, Laura, Nadal, Ernest, Biello, Federica, Nana, Frank Aboubakar, Dingemans, Anne-Marie, Aerts, Joachim G.J.V., Ferrara, Roberto, Abu Hejleh, Taher, Takada, Kazuki, Naqash, Abdul Rafeh, Garassino, Marina Chiara, Peters, Solange, Wakelee, Heather A., Nassar, Amin H., Ricciuti, Biagio, Soda, Paolo, Caruso, Camillo Maria, and Guarrasi, Valerio
    Journal for ImmunoTherapy of Cancer 2025
    Article
  11. Texture-Aware StarGAN for CT data harmonization
    Di Feola, Francesco, Pompilio, Ludovica, Assolito, Cecilia,  Guarrasi, Valerio, and Soda, Paolo
    2025
    Article
  12. Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
    Caragliano, Alice Natalina, Tacconi, Claudia, Greco, Carlo, Nibid, Lorenzo, Ippolito, Edy, Fiore, Michele, Perrone, Giuseppe, Ramella, Sara, Soda, Paolo, and Guarrasi, Valerio
    2025
    Article
  13. A graph neural network-based model with out-of-distribution robustness for enhancing antiretroviral therapy outcome prediction for HIV-1
    Di Teodoro, Giulia, Siciliano, Federico,  Guarrasi, Valerio, Vandamme, Anne-Mieke, Ghisetti, Valeria, Sönnerborg, Anders, Zazzi, Maurizio, Silvestri, Fabrizio, and Palagi, Laura
    Computerized Medical Imaging and Graphics 2025
    Article
  14. Towards a Sustainable Future: AI-Powered Solutions in Agriculture and Green Energy
    Tortora, Matteo, Romoli, Giulia,  Guarrasi, Valerio, Sicilia, Rosa, Conte, Francesco, Silvestro, Federico, and Soda, Paolo
    2025
    Article
  15. Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer
    Caragliano, Alice Natalina, Ruffini, Filippo, Greco, Carlo, Ippolito, Edy, Fiore, Michele, Tacconi, Claudia, Nibid, Lorenzo, Perrone, Giuseppe, Ramella, Sara, Soda, Paolo, and Guarrasi, Valerio
    Image and Vision Computing 2025
    Article
  16. Timing Is Everything: Finding the Optimal Fusion Points in Multimodal Medical Imaging
    Guarrasi, Valerio, Mogensen, Klara, Tassinari, Sara, Qvarlander, Sara, and Soda, Paolo
    2025
    Article
  17. 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 complexity
    Cortellini, Alessio, Garbo, Edoardo, La Cava, Giulia, Citarella, Fabrizio, Santo, Valentina, Brunetti, Leonardo, Pinato, David J, Naidoo, Jarushka, Loza, Monica, Genova, Carlo, Gettinger, Scott, Kim, So Yeon, Jayakrishnan, Ritujith, Zarif, Talal El, Russano, Marco, Pecci, Federica, Di Federico, Alessandro, Montrone, Michele, Owen, Dwight H, Signorelli, Diego, Li, Mingjia, Camerini, Andrea, Halmos, Balazs, Vincenzi, Bruno, Metro, Giulio, Yendamuri, Sai, Grossi, Francesco, Josephides, Eleni, Tomasik, Bartłomiej, Giusti, Raffaele, Bria, Emilio, Sebastian, Martin, Rost, Maximilian, Acker, Fabian, Landi, Lorenza, Mazzoni, Francesca, Morabito, Alessandro, Leonetti, Alessandro, Cantini, Luca, Mountzios, Giannis, Kalvapudi, Sukumar, O’Reilly, David, Karapanagiotou, Eleni, Monnet, Isabelle, Baena, Javier, Macerelli, Marianna, Majem, Margarita, Piedra, Aida, Cortinovis, Diego L, Tonini, Giuseppe, Minuti, Gabriele, Mezquita, Laura, Gorria, Teresa, Beninato, Teresa, Lo Russo, Giuseppe, PrelaJ, Arsela, De Giglio, Andrea, Biello, Federica, Nana, Frank Aboubakar, Dingemans, Anne-Marie C., Aerts, Joachim GJV, Ferrara, Roberto, Taher Hejleh, Abu, Takada, Kazuki, Naqash, Abdul R, Garassino, Marina C, Wakelee, Heather A., Nassar, Amin, Ricciuti, Biagio, Soda, Paolo, Caruso, Camillo Maria, and Guarrasi, Valerio
    Lung Cancer 2025
    Article
  18. Welcome Message: CBMS 2025
    González, Alejandro Rodríguez, Sicilia, Rosa, Santamaría, Lucía Prieto, Papadopoulos, George A., and Guarrasi, Valerio
    2025
    Article
  19. Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages
    Salmè, Marco, Sicilia, Rosa, Soda, Paolo, and Guarrasi, Valerio
    2025
    Article
  20. A systematic review of intermediate fusion in multimodal deep learning for biomedical applications
    Guarrasi, Valerio, Aksu, Fatih, Caruso, Camillo Maria, Di Feola, Francesco, Rofena, Aurora, Ruffini, Filippo, and Soda, Paolo
    Image and Vision Computing 2025
    Article
  21. Beyond unimodal analysis: Multimodal ensemble learning for enhanced assessment of atherosclerotic disease progression
    Guarrasi, Valerio, Bertgren, Amanda, Näslund, Ulf, Wennberg, Patrik, Soda, Paolo, and Grönlund, Christer
    Computerized Medical Imaging and Graphics 2025
    Article
  22. Medicine Without Boundaries: Generative AI for Translating Medical Data Across Modalities
    Guarrasi, Valerio, Di Feola, Francesco, Iannello, Giulio, Iele, Irene, Shen, Linlin, Mantegna, Massimiliano, Molino, Daniele, Ayllón, Elena Mulero, Pompilio, Ludovica, Rofena, Aurora, Salmè, Marco, Sicilia, Rosa, Tortora, Matteo, and Soda, Paolo
    2025
    Article
  23. Machine Learning for Predicting the Low Risk of Postoperative Pancreatic Fistula After Pancreaticoduodenectomy: Toward a Dynamic and Personalized Postoperative Management Strategy
    Cammarata, Roberto, Ruffini, Filippo, Catamerò, Alberto, Melone, Gennaro, Costa, Gianluca, Angeletti, Silvia, Seghetti, Federico, La Vaccara, Vincenzo, Coppola, Roberto, Soda, Paolo,  Guarrasi, Valerio, and Caputo, Damiano
    Cancers 2025
    Article
  24. Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer
    Rofena, Aurora, Manchia, Arianna, Piccolo, Claudia Lucia, Zobel, Bruno Beomonte, Soda, Paolo, and Guarrasi, Valerio
    2025
    Article
  25. Identifying Cardiogenic Shock Sub-Phenotypes with Machine Learning: A Multicenter Study Combining Clinical and Echocardiographic Data
    Ghionzoli, Nicolò, Stefanini, Andrea, Halasz, Geza, Sorini Dini, Carlotta, Francesconi, Arianna, Sciaccaluga, Carlotta, Righini, Francesca Maria,  Guarrasi, Valerio, Soda, Paolo, Pastore, Maria Concetta, Delcuratolo, Elvira, Soliman Aboumarie, Hatem, Piazza, Vito, Marini, Marco, Gabrielli, Domenico, Cameli, Matteo, and Valente, Serafina
    JACC: Advances 2025
    Article

2024

  1. A deep learning approach for virtual contrast enhancement in Contrast Enhanced Spectral Mammography
    Rofena, Aurora,  Guarrasi, Valerio, Sarli, Marina, Piccolo, Claudia Lucia, Sammarra, Matteo, Zobel, Bruno Beomonte, and Soda, Paolo
    Computerized Medical Imaging and Graphics 2024
    Article
  2. RobustRecSys @ RecSys2024: Design, Evaluation and Deployment of Robust Recommender Systems
    Guarrasi, Valerio, Siciliano, Federico, and Silvestri, Fabrizio
    2024
    Article
  3. Radiomics for Predicting Prognostic Factors in Breast Cancer: Insights from Contrast-Enhanced Mammography (CEM)
    Piccolo, Claudia Lucia, Sarli, Marina, Pileri, Matteo, Tommasiello, Manuela, Rofena, Aurora,  Guarrasi, Valerio, Soda, Paolo, and Beomonte Zobel, Bruno
    Journal of Clinical Medicine 2024
    Article
  4. Multi-Dataset Multi-Task Learning for COVID-19 Prognosis
    Ruffini, Filippo, Tronchin, Lorenzo, Wu, Zhuoru, Chen, Wenting, Soda, Paolo, Shen, Linlin, and Guarrasi, Valerio
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
    Article
  5. A deep learning approach for overall survival prediction in lung cancer with missing values
    Caruso, Camillo Maria,  Guarrasi, Valerio, Ramella, Sara, and Soda, Paolo
    Computer Methods and Programs in Biomedicine 2024
    Article
  6. Emerging Microorganisms and Infectious Diseases: One Health Approach for Health Shared Vision
    Ristori, Maria Vittoria,  Guarrasi, Valerio, Soda, Paolo, Petrosillo, Nicola, Gurrieri, Fiorella, Longo, Umile Giuseppe, Ciccozzi, Massimo, Riva, Elisabetta, and Angeletti, Silvia
    Genes 2024
    Article
  7. Exploring nasopharyngeal microbiota profile in children affected by SARS-CoV-2 infection
    Romani, L., Chierico, F.D., Pane, S., Ristori, M.V., Pirona, I., Guarrasi, V., Cotugno, N., Bernardi, S., Lancella, L., Perno, C.F., Rossi, P., Villani, A., Campana, A., Palma, P., and Putignani, L.
    Microbiology Spectrum 2024
    Article
  8. Towards AI-driven Next Generation Personalized Healthcare and Well-being
    Aksu, Fatih, Bria, Alessandro, Caragliano, Alice Natalina, Caruso, Camillo Maria, Chen, Wenting, Cordelli, Ermanno, Coser, Omar, Francesconi, Arianna, Furia, Leonardo,  Guarrasi, Valerio, Iannello, Giulio, Lauretti, Clemente, Manni, Guido, Marino, Giustino, Paolo, Domenico, Ruffini, Filippo, Shen, Linlin, Sicilia, Rosa, Soda, Paolo, Tamantini, Christian, Tortora, Matteo, Wu, Zhuoru, and Zollo, Loredana
    2024
    Article
  9. Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins
    Adornato, Carolina, Assolito, Cecilia, Cordelli, Ermanno, Di Feola, Francesco,  Guarrasi, Valerio, Iannello, Giulio, Marcoccia, Lorenzo, Ayllon, Elena Mulero, Restivo, Rebecca, Rofena, Aurora, Sicilia, Rosa, Soda, Paolo, Tortora, Matteo, and Tronchin, Lorenzo
    2024
    Article
  10. Multimodal explainability via latent shift applied to COVID-19 stratification
    Guarrasi, Valerio, Tronchin, Lorenzo, Albano, Domenico, Faiella, Eliodoro, Fazzini, Deborah, Santucci, Domiziana, and Soda, Paolo
    Pattern Recognition 2024
    Article

2023

  1. Gut microbiota functional profiling in autism spectrum disorders: bacterial VOCs and related metabolic pathways acting as disease biomarkers and predictors
    Vernocchi, Pamela, Marangelo, Chiara, Guerrera, Silvia, Del Chierico, Federica,  Guarrasi, Valerio, Gardini, Simone, Conte, Federica, Paci, Paola, Ianiro, Gianluca, Gasbarrini, Antonio, Vicari, Stefano, and Putignani, Lorenza
    Frontiers in Microbiology 2023
    Article
  2. Temporal Network Motifs: Models, Limitations, Evaluation
    Liu, Penghang,  Guarrasi, Valerio, and Saryuce, Ahmet Erdem
    IEEE Transactions on Knowledge and Data Engineering 2023
    Article
  3. Williams–Beuren syndrome shapes the gut microbiota metaproteome
    Marzano, Valeria, Levi Mortera, Stefano, Vernocchi, Pamela, Del Chierico, Federica, Marangelo, Chiara,  Guarrasi, Valerio, Gardini, Simone, Dentici, Maria Lisa, Capolino, Rossella, Digilio, Maria Cristina, Di Donato, Maddalena, Spasari, Iolanda, Abreu, Maria Teresa, Dallapiccola, Bruno, and Putignani, Lorenza
    Scientific Reports 2023
    Article
  4. Multi-objective optimization determines when, which and how to fuse deep networks: An application to predict COVID-19 outcomes
    Guarrasi, Valerio, and Soda, Paolo
    Computers in Biology and Medicine 2023
    Article
  5. Ecology and Machine Learning-Based Classification Models of Gut Microbiota and Inflammatory Markers May Evaluate the Effects of Probiotic Supplementation in Patients Recently Recovered from COVID-19
    Laterza, Lucrezia, Putignani, Lorenza, Settanni, Carlo Romano, Petito, Valentina, Varca, Simone, De Maio, Flavio, Macari, Gabriele,  Guarrasi, Valerio, Gremese, Elisa, Tolusso, Barbara, Wlderk, Giulia, Pirro, Maria Antonia, Fanali, Caterina, Scaldaferri, Franco, Turchini, Laura, Amatucci, Valeria, Sanguinetti, Maurizio, and Gasbarrini, Antonio
    International Journal of Molecular Sciences 2023
    Article
  6. Making AI trustworthy in multimodal and healthcare scenarios
    Cordelli, Ermanno,  Guarrasi, Valerio, Iannello, Giulio, Ruffini, Filippo, Sicilia, Rosa, Soda, Paolo, and Tronchin, Lorenzo
    2023
    Article
  7. Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges
    Guarrasi, Valerio, Tronchin, Lorenzo, Caruso, Camillo Maria, Rofena, Aurora, Manni, Guido, Aksu, Fatih, Paolo, Domenico, Iannello, Giulio, Sicilia, Rosa, Cordelli, Ermanno, and Soda, Paolo
    2023
    Article
  8. Sustainable AI: inside the deep, alongside the green
    Conte, Francesco, Cordelli, Ermanno,  Guarrasi, Valerio, Iannello, Giulio, Sicilia, Rosa, Soda, Paolo, Tortora, Matteo, and Tronchin, Lorenzo
    2023
    Article

2022

  1. Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays
    Guarrasi, Valerio, D’Amico, Natascha Claudia, Sicilia, Rosa, Cordelli, Ermanno, and Soda, Paolo
    Pattern Recognition 2022
    Article
  2. Optimized Fusion of CNNs to Diagnose Pulmonary Diseases on Chest X-Rays
    Guarrasi, Valerio, and Soda, Paolo
    Lecture Notes in Computer Science 2022
    Article
  3. Convolutional Neural Networks for Automated Classification of Prostate Multiparametric Magnetic Resonance Imaging Based on Image Quality
    Cipollari, Stefano,  Guarrasi, Valerio, Pecoraro, Martina, Bicchetti, Marco, Messina, Emanuele, Farina, Lorenzo, Paci, Paola, Catalano, Carlo, and Panebianco, Valeria
    Journal of Magnetic Resonance Imaging 2022
    Article
  4. Functional and Taxonomic Traits of the Gut Microbiota in Type 1 Diabetes Children at the Onset: A Metaproteomic Study
    Levi Mortera, Stefano, Marzano, Valeria, Vernocchi, Pamela, Matteoli, Maria Cristina,  Guarrasi, Valerio, Gardini, Simone, Del Chierico, Federica, Rapini, Novella, Deodati, Annalisa, Fierabracci, Alessandra, Cianfarani, Stefano, and Putignani, Lorenza
    International Journal of Molecular Sciences 2022
    Article
  5. A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer
    Caruso, Camillo Maria,  Guarrasi, Valerio, Cordelli, Ermanno, Sicilia, Rosa, Gentile, Silvia, Messina, Laura, Fiore, Michele, Piccolo, Claudia, Beomonte Zobel, Bruno, Iannello, Giulio, Ramella, Sara, and Soda, Paolo
    Journal of Imaging 2022
    Article
  6. Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects
    Vernocchi, Pamela, Ristori, Maria Vittoria, Guerrera, Silvia,  Guarrasi, Valerio, Conte, Federica, Russo, Alessandra, Lupi, Elisabetta, Albitar-Nehme, Sami, Gardini, Simone, Paci, Paola, Ianiro, Gianluca, Vicari, Stefano, Gasbarrini, Antonio, and Putignani, Lorenza
    Frontiers in Microbiology 2022
    Article
  7. Gut Microbiota Functional Traits, Blood pH, and Anti-GAD Antibodies Concur in the Clinical Characterization of T1D at Onset
    Del Chierico, Federica, Conta, Giorgia, Matteoli, Maria Cristina, Fierabracci, Alessandra, Reddel, Sofia, Macari, Gabriele, Gardini, Simone,  Guarrasi, Valerio, Levi Mortera, Stefano, Marzano, Valeria, Vernocchi, Pamela, Sciubba, Fabio, Marini, Federico, Deodati, Annalisa, Rapini, Novella, Cianfarani, Stefano, Miccheli, Alfredo, and Putignani, Lorenza
    International Journal of Molecular Sciences 2022
    Article
  8. The Relationship Between Pediatric Gut Microbiota and SARS-CoV-2 Infection
    Romani, Lorenza, Del Chierico, Federica, Macari, Gabriele, Pane, Stefania, Ristori, Maria Vittoria,  Guarrasi, Valerio, Gardini, Simone, Pascucci, Giuseppe Rubens, Cotugno, Nicola, Perno, Carlo Federico, Rossi, Paolo, Villani, Alberto, Bernardi, Stefania, Campana, Andrea, Palma, Paolo, and Putignani, Lorenza
    Frontiers in Cellular and Infection Microbiology 2022
    Article
  9. Comparison of current methods for anti-dsDNA antibody detection and reshaping diagnostic strategies
    Infantino, Maria, Palterer, Boaz, Previtali, Giulia, Alessio, Maria-Grazia, Villalta, Danilo, Carbone, Teresa, Platzgummer, Stefan, Paura, Giusi, Castiglione, Caterina, Fabris, Martina, Pesce, Giampaola, Porcelli, Brunetta, Terzuoli, Lucia, Bacarelli, Maria-Romana, Tampoia, Marilina, Cinquanta, Luigi, Brusca, Ignazio, Buzzolini, Francesca, Benucci, Maurizio, Tortora, Matteo, Tronchin, Lorenzo,  Guarrasi, Valerio, Soda, Paolo, Manfredi, Mariangela, and Bizzaro, Nicola
    Scandinavian Journal of Immunology 2022
    Article

2021

  1. AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
    Soda, Paolo, D’Amico, Natascha Claudia, Tessadori, Jacopo, Valbusa, Giovanni,  Guarrasi, Valerio, Bortolotto, Chandra, Akbar, Muhammad Usman, Sicilia, Rosa, Cordelli, Ermanno, Fazzini, Deborah, Cellina, Michaela, Oliva, Giancarlo, Callea, Giovanni, Panella, Silvia, Cariati, Maurizio, Cozzi, Diletta, Miele, Vittorio, Stellato, Elvira, Carrafiello, Gianpaolo, Castorani, Giulia, Simeone, Annalisa, Preda, Lorenzo, Iannello, Giulio, Del Bue, Alessio, Tedoldi, Fabio, Alí, Marco, Sona, Diego, and Papa, Sergio
    Medical Image Analysis 2021
    Article
  2. Assessing the impact of data-driven limitations on tracing and forecasting the outbreak dynamics of COVID-19
    Fiscon, Giulia, Salvadore, Francesco,  Guarrasi, Valerio, Garbuglia, Anna Rosa, and Paci, Paola
    Computers in Biology and Medicine 2021
    Article
  3. Hepatitis C diagnosis and treatment in people who use drugs: Mind the gap in the linkage to care
    TAIBI, C., LUZZITELLI, I., COMANDINI, U. VISCO, GIRARDI, E., MONACELLI, G., RAPISARDA, L.M., GARBUGLIA, A.R., MINOSSE, C., GUARRASI, V., VINCENZI, L., IACOMI, F., and D’OFFIZI, G.
    European Review for Medical and Pharmacological Sciences 2021
    Article
  4. Fecal microbiota signatures of insulin resistance, inflammation, and metabolic syndrome in youth with obesity: a pilot study
    Del Chierico, Federica, Manco, Melania, Gardini, Simone,  Guarrasi, Valerio, Russo, Alessandra, Bianchi, Marzia, Tortosa, Valentina, Quagliariello, Andrea, Shashaj, Blegina, Fintini, Danilo, and Putignani, Lorenza
    Acta Diabetologica 2021
    Article
  5. Nasopharyngeal microbiota in hospitalized children with Bordetella pertussis and Rhinovirus infection
    Tozzi, A.E., Del Chierico, F., Pandolfi, E., Reddel, S., Gesualdo, F., Gardini, S., Guarrasi, V., Russo, L., Croci, I., Campagna, I., Linardos, G., Concato, C., Villani, A., and Putignani, L.
    Scientific Reports 2021
    Article
  6. A multi-expert system to detect COVID-19 Cases in X-ray images
    Guarrasi, Valerio, D’Amico, Natascha Claudia, Sicilia, Rosa, Cordelli, Ermanno, and Soda, Paolo
    2021
    Article

2020

  1. Human Papillomavirus Infections in Cervical Samples From HIV-Positive Women: Evaluation of the Presence of the Nonavalent HPV Genotypes and Genetic Diversity
    Sias, Catia,  Guarrasi, Valerio, Minosse, Claudia, Lapa, Daniele, Nonno, Franca Del, Capobianchi, Maria Rosaria, Garbuglia, Anna Rosa, Del Porto, Paola, and Paci, Paola
    Frontiers in Microbiology 2020
    Article