| 2025 | CBMS | 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 |
| 2025 | CBMS | Generative Adversarial Networks for Synthetic Longitudinal Electronic Health Records Enabling Cardiovascular Digital Twins. | Amanda Bertgren, Fredrik hberg, Paolo Soda, Ulf Nslund, Patrik Wennberg, Christer Grnlund |
| 2025 | CBMS | Hybrid 3D CNN-MAMBA for Emphysema Classification in the SCAPIS Cohort. | Francesco Di Feola, Marida De Maria, Gran Bergstrm, Anders Blomberg, se Johnsson, Pierangelo Veltri, Paolo Soda |
| 2025 | CBMS | Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin. | Valerio Guarrasi, Francesco Di Feola, Rebecca Restivo, Lorenzo Tronchin, Paolo Soda |
| 2025 | CBMS | AI-Powered Insulin Pens for Pediatric Diabetes: Advancements in Lipodystrophy Detection and Injection Site Recognition. | Lorenzo Pede, Mariangela Martino, Maria Elisa Amodeo, Francesca Silvestri, Sebastiano Battista Romano Viglialoro, Daria Maggi, Dario Tuccinardi, Vincenzo Piemonte, Silvia Manfrini, Riccardo Schiaffini, Paolo Soda, Ermanno Cordelli |
| 2025 | CBMS | Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer. | Aurora Rofena, Arianna Manchia, Claudia Lucia Piccolo, Bruno Beomonte Zobel, Paolo Soda, Valerio Guarrasi |
| 2025 | IJCNN | Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer. | Alice Natalina Caragliano, Claudia Tacconi, Carlo Greco, Lorenzo Nibid, Edy Ippolito, Michele Fiore, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi |
| 2025 | IJCNN | Texture-Aware StarGAN for CT data harmonization. | Francesco Di Feola, Ludovica Pompilio, Cecilia Assolito, Valerio Guarrasi, Paolo Soda |
| 2025 | IJCNN | Timing Is Everything: Finding the Optimal Fusion Points in Multimodal Medical Imaging. | Valerio Guarrasi, Klara Mogensen, Sara Tassinari, Sara Qvarlander, Paolo Soda |
| 2025 | IJCNN | Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation. | Daniele Molino, Francesco Di Feola, Linlin Shen, Paolo Soda, Valerio Guarrasi |
| 2025 | IJCNN | Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages. | Marco Salm, Rosa Sicilia, Paolo Soda, Valerio Guarrasi |
| 2024 | ECCV | Leveraging Key-Points Encoded Human Pose Images for Human Activity Recognition. | Gaia Virginia Dobici, Luca Minutillo, Ermanno Cordelli, Francesco Chirico, Goffredo Foglia, Paolo Soda |
| 2024 | ICPR | Enhancing NSCLC Histological Subtype Classification: A Federated Learning Approach Using Triplet Loss. | Fatih Aksu, Ermanno Cordelli, Fabrizia Gelardi, Arturo Chiti, Paolo Soda |
| 2024 | ICPR | Benchmarking GAN-Based vs Classical Data Augmentation on Biomedical Images. | Massimiliano Mantegna, Lorenzo Tronchin, Matteo Tortora, Paolo Soda |
| 2024 | ICPR | Pathologic Complete Response Prediction with Machine Learning Using Hierarchical Attention Feature Extraction. | Domenico Paolo, Ciro Russo, Giulio Russo, Carlo Greco, Alessio Cortellini, Marco Russano, Sara Ramella, Paolo Soda, Claudio Marrocco, Alessandro Bria, Rosa Sicilia |
| 2024 | MICCAI | Multi-Dataset Multi-Task Learning for COVID-19 Prognosis. | Filippo Ruffini, Lorenzo Tronchin, Zhuoru Wu, Wenting Chen, Paolo Soda, Linlin Shen, Valerio Guarrasi |
| 2023 | CBMS | Early Experiences on using Triplet Networks for Histological Subtype Classification in Non-Small Cell Lung Cancer. | Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda |
| 2023 | CBMS | A Comparative Study Between Paired And Unpaired Image Quality Assessment In Low-Dose CT Denoising. | Francesco Di Feola, Lorenzo Tronchin, Paolo Soda |
| 2022 | CBMS | Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detection. | Elisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte, Paolo Soda |
| 2022 | ICIAP | Optimized Fusion of CNNs to Diagnose Pulmonary Diseases on Chest X-Rays. | Valerio Guarrasi, Paolo Soda |
| 2022 | ICPR | Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer. | Michela Gravina, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone |
| 2021 | CBMS | A Multi-Expert System to Detect COVID-19 Cases in X-ray Images. | Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda |
| 2021 | CBMS | 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 |
| 2021 | CBMS | Representation and Knowledge Transfer for Health-related Rumour Detection. | Rosa Sicilia, Luisa Francini, Paolo Soda |
| 2021 | MICCAI | Evaluating GANs in Medical Imaging. | Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Paolo Soda |
| 2020 | CBMS | Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast Cancer. | Ermanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda |
| 2020 | CBMS | Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy. | Ermanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda |
| 2020 | CBMS | On Using Meta-Features to Learn Under Class Skew in Biomedical Domains. | Rosa Sicilia, Ermanno Cordelli, Paolo Soda |
| 2020 | ICPR | Categorizing the feature space for two-class imbalance learning. | Rosa Sicilia, Ermanno Cordelli, Paolo Soda |
| 2019 | CBMS | Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. | Rosa Sicilia, Ermanno Cordelli, Mario Merone, Elia Luperto, Rocco Papalia, Giulio Iannello, Paolo Soda |
| 2018 | CBMS | Hospital 4.0 and Its Innovation in Methodologies and Technologies. | Pierangelo Afferni, Mario Merone, Paolo Soda |
| 2018 | CBMS | Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer. | Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Michele Fiore, Carlo Greco, Elisabetta Molfese, Marianna Miele, Enrica Vinciguerra, Patrizia Cornacchione, Edy Ippolito, Rolando Maria D'Angelillo, Giulio Iannello, Paolo Soda |
| 2016 | CBMS | Automatic Neuron Tracing Using a Locally Tunable Approach. | Ludovica Acciai, Paolo Soda, Giulio Iannello |
| 2016 | CBMS | Early Experiences in Using Blood Cells Biomembranes as Markers for Diabetes Diagnosis. | Ermanno Cordelli, Giovambattista Pani, Dario Pitocco, Giuseppe Maulucci, Paolo Soda |
| 2016 | CBMS | On Using Active Contour to Segment HEp-2 Cells. | Mario Merone, Paolo Soda |
| 2014 | CBMS | Early Experiences in COPD Exacerbation Detection. | Mario Merone, Leonardo Onofri, Paolo Soda, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello |
| 2014 | CBMS | Real-Time Biomedical Instance Selection. | Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda |
| 2014 | DaWaK | "Real-time" Instance Selection for Biomedical Data Classification. | Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda |
| 2013 | CBMS | Solving biomedical classification tasks by softmax reconstruction in ECOC framework. | Roberto D'Ambrosio, Giulio Iannello, Paolo Soda |
| 2013 | ICIAP | Softmax Regression for ECOC Reconstruction. | Roberto D'Ambrosio, Giulio Iannello, Paolo Soda |
| 2013 | ICIAP | A Slightly Supervised Approach for Positive/Negative Classification of Fluorescence Intensity in HEp-2 Images. | Giulio Iannello, Leonardo Onofri, Paolo Soda |
| 2012 | CBMS | A bag of visual words approach for centromere and cytoplasmic staining pattern classification on HEp-2 images. | Giulio Iannello, Leonardo Onofri, Paolo Soda |
| 2012 | CBMS | A classification-based approach to segment HEp-2 cells. | Gennaro Percannella, Paolo Soda, Mario Vento |
| 2012 | ICPR | A One-per-Class reconstruction rule for class imbalance learning. | Roberto D'Ambrosio, Giulio Iannello, Paolo Soda |
| 2012 | ICPR | Combining video subsequences for human action recognition. | Leonardo Onofri, Paolo Soda |
| 2012 | MICCAI | Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. | Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud |
| 2012 | PAKDD | A Double-Ensemble Approach for Classifying Skewed Data Streams. | Chongsheng Zhang, Paolo Soda |
| 2012 | SSPR | Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule. | Roberto D'Ambrosio, Paolo Soda |
| 2011 | CBMS | Color to grayscale staining pattern representation in IIF. | Ermanno Cordelli, Paolo Soda |
| 2011 | CBMS | An efficient autofocus algorithm for indirect immunofluorescence applications. | Giulio Iannello, Leonardo Onofri, Gianpaolo Punzo, Paolo Soda |
| 2011 | ICIAP | Automatic Facial Expression Recognition Using Statistical-Like Moments. | Roberto D'Ambrosio, Giulio Iannello, Paolo Soda |
| 2011 | ICIAP | Mitotic HEp-2 Cells Recognition under Class Skew. | Gennaro Percannella, Paolo Soda, Mario Vento |
| 2010 | CBMS | Methods for greyscale representation of HEp-2 colour images. | Ermanno Cordelli, Paolo Soda |
| 2010 | CBMS | Early experiences in mitotic cells recognition on HEp-2 slides. | Pasquale Foggia, Gennaro Percannella, Paolo Soda, Mario Vento |
| 2010 | CBMS | A 2D segmentation algorithm for the analisys of TBY-2 cells. | Mariangela De Marco, Vittoria Locato, Paolo Soda, Luca Vollero |
| 2010 | ICPR | Decomposition Methods and Learning Approaches for Imbalanced Dataset: An Experimental Integration. | Paolo Soda, Giulio Iannello |
| 2009 | CBMS | An experimental comparison of MES aggregation rules in case of imbalanced datasets. | Paolo Soda |
| 2009 | ICIAP | A Hybrid Approach Handling Imbalanced Datasets. | Paolo Soda |
| 2009 | ICIAP | Analysis and Classification of Crithidia Luciliae Fluorescent Images. | Paolo Soda, Leonardo Onofri, Amelia Rigon, Giulio Iannello |
| 2008 | CBMS | Reliability Estimators for Classification by Decomposition Method: Experiments in the Medical Domain. | Paolo Soda, Giulio Iannello |
| 2008 | CBMS | A Supervised Pattern Recognition Approach for Human Movement Onset Detection. | Paolo Soda, Stefano Mazzoleni, Giuseppe Cavallo, Eugenio Guglielmelli, Giulio Iannello |
| 2007 | CBMS | Early Experiences in the Staining Pattern Classification of HEp-2 Slides. | Paolo Soda |
| 2007 | ICIAP | A Hybrid Multi-Expert Systems for HEp-2 Staining Pattern Classification. | Paolo Soda, Giulio Iannello |
| 2006 | CBMS | A Multi-Expert System to Classify Fluorescent Intensity in Antinuclear Autoantibodies Testing. | Paolo Soda, Giulio Iannello |
| 2006 | CBMS | Automatic Acquisition of Immunofluorescence Images: Algorithms and Evaluation. | Paolo Soda, Amelia Rigon, Antonella Afeltra, Giulio Iannello |