Paolo Soda - RankMe

227 papers B 53Misc 3Journal 117Unranked 53

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Systematic Benchmark of GAN Architectures for MRI-to-CT Synthesis. CoRR Alessandro Pesci, Valerio Guarrasi, Marco Alì, Isabella Castiglioni, Paolo Soda
2026	J	`jnl`	ACGM: Attribute-Centric Graph Modeling Network for Concurrent Missing Tabular Data Imputation and COVID-19 Prognosis. IEEE J. Biomed. Health Informatics Zhuoru Wu, Wenting Chen, Xuechen Li, Filippo Ruffini, Shaonan Liu, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Xiaoling Luo, Valerio Guarrasi, Paolo Soda, Linlin Shen
2026	J	`jnl`	Augmented intelligence for multimodal virtual biopsy in breast cancer using generative artificial intelligence. J. Biomed. Informatics Aurora Rofena, Claudia Lucia Piccolo, Bruno Beomonte Zobel, Paolo Soda, Valerio Guarrasi
2026	J	`jnl`	Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging. Comput. Methods Programs Biomed. Filippo Ruffini, Elena Mulero Ayllon, Linlin Shen, Paolo Soda, Valerio Guarrasi
2026	J	`jnl`	Beyond a single mode: GAN ensembles for diverse medical data generation. Comput. Methods Programs Biomed. Lorenzo Tronchin, Tommy Löfstedt, Paolo Soda, Valerio Guarrasi
2026	J	`jnl`	Concept-Enhanced Multimodal RAG: Towards Interpretable and Accurate Radiology Report Generation. CoRR Marco Salmè, Federico Siciliano, Fabrizio Silvestri, Paolo Soda, Rosa Sicilia, Valerio Guarrasi
2026	J	`jnl`	Fairness-Aware Partial-label Domain Adaptation for Voice Classification of Parkinson's and ALS. CoRR Arianna Francesconi, Zhixiang Dai, Arthur Stefano Moscheni, Himesh Morgan Perera Kanattage, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Valerio Guarrasi, Rosa Sicilia, Mary-Anne Hartley
2026	J	`jnl`	Handling Missing Modalities in Multimodal Survival Prediction for Non-Small Cell Lung Cancer. CoRR Filippo Ruffini, Camillo Maria Caruso, Claudia Tacconi, Lorenzo Nibid, Francesca Miccolis, Marta Lovino, Carlo Greco, Edy Ippolito, Michele Fiore, Alessio Cortellini, Bruno Beomonte Zobel, Giuseppe Perrone, Bruno Vincenzi, Claudio Marrocco, Alessandro Bria, Elisa Ficarra, Sara Ramella, Valerio Guarrasi, Paolo Soda
2026	J	`jnl`	Hybrid Quantum Neural Network for Multivariate Clinical Time Series Forecasting. CoRR Irene Iele, Floriano Caprio, Paolo Soda, Matteo Tortora
2026	J	`jnl`	Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC. CoRR Alice Natalina Caragliano, Giulia Farina, Fatih Aksu, Camillo Maria Caruso, Claudia Tacconi, Carlo Greco, Lorenzo Nibid, Edy Ippolito, Michele Fiore, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi
2026	J	`jnl`	Longitudinal NSCLC Treatment Progression via Multimodal Generative Models. CoRR 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
2026	J	`jnl`	Not another imputation method: A transformer-based model for missing values in tabular datasets. AI Open Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2026	J	`jnl`	Predicting lung cancer survival with attention-based CT slices combination. Health Inf. Sci. Syst. Domenico Paolo, Carlo Greco, Edy Ippolito, Michele Fiore, Sara Ramella, Paolo Soda, Matteo Tortora, Alessandro Bria, Rosa Sicilia
2026	J	`jnl`	Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates. CoRR Irene Iele, Giulia Romoli, Daniele Molino, Elena Mulero Ayllon, Filippo Ruffini, Paolo Soda, Matteo Tortora
2026	J	`jnl`	Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation. CoRR Daniele Molino, Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2026	J	`jnl`	SPARSE data, rich results: Few-shot semi-supervised learning via class-conditioned image translation. Comput. Medical Imaging Graph. Guido Manni, Clemente Lauretti, Loredana Zollo, Paolo Soda
2026	J	`jnl`	XGeM: A multi-prompt foundation model for multimodal medical data generation. Comput. Medical Imaging Graph. Daniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Linlin Shen, Valerio Guarrasi, Paolo Soda
2025	J	`jnl`	A Systematic Review on Long-Tailed Learning. IEEE Trans. Neural Networks Learn. Syst. Chongsheng Zhang, George Almpanidis, Gaojuan Fan, Binquan Deng, Yanbo Zhang, Ji Liu, Aouaidjia Kamel, Paolo Soda, João Gama
2025	J	`jnl`	A systematic review of intermediate fusion in multimodal deep learning for biomedical applications. Image Vis. Comput. Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
2025	B	`conf`	AI-Powered Insulin Pens for Pediatric Diabetes: Advancements in Lipodystrophy Detection and Injection Site Recognition. CBMS 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	J	`jnl`	An optimized ensemble search approach for classification of higher-level gait disorder using brain magnetic resonance images. Comput. Biol. Medicine Klara Mogensen, Valerio Guarrasi, Jenny Larsson, William Hansson, Anders Wåhlin, Lars-Owe Koskinen, Jan Malm, Anders Eklund, Paolo Soda, Sara Qvarlander
2025	B	`conf`	Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation. IJCNN Daniele Molino, Francesco Di Feola, Linlin Shen, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation. CoRR Daniele Molino, Francesco Di Feola, Linlin Shen, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Augmented Intelligence for Multimodal Virtual Biopsy in Breast Cancer Using Generative Artificial Intelligence. CoRR Aurora Rofena, Claudia Lucia Piccolo, Bruno Beomonte Zobel, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging. CoRR Filippo Ruffini, Elena Mulero Ayllon, Linlin Shen, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Beyond a Single Mode: GAN Ensembles for Diverse Medical Data Generation. CoRR Lorenzo Tronchin, Tommy Löfstedt, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Beyond the Generative Learning Trilemma: Generative Model Assessment in Data Scarcity Domains. CoRR Marco Salmè, Lorenzo Tronchin, Rosa Sicilia, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Beyond unimodal analysis: Multimodal ensemble learning for enhanced assessment of atherosclerotic disease progression. Comput. Medical Imaging Graph. Valerio Guarrasi, Amanda Bertgren, Ulf Näslund, Patrik Wennberg, Paolo Soda, Christer Grönlund
2025	B	`conf`	Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging. CBMS Elena Mulero Ayllon, Massimiliano Mantegna, Linlin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora
2025	J	`jnl`	Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging. CoRR Elena Mulero Ayllon, Massimiliano Mantegna, Linlin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora
2025	J	`jnl`	Class balancing diversity multimodal ensemble for Alzheimer's disease diagnosis and early detection. Comput. Medical Imaging Graph. Arianna Francesconi, Lazzaro di Biase, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Rosa Sicilia, Valerio Guarrasi
2025	J	`jnl`	Context-Gated Cross-Modal Perception with Visual Mamba for PET-CT Lung Tumor Segmentation. CoRR Elena Mulero Ayllon, Linlin Shen, Pierangelo Veltri, Fabrizia Gelardi, Arturo Chiti, Paolo Soda, Matteo Tortora
2025	J	`jnl`	Correction: Machine learning predicts pulmonary long Covid sequelae using clinical data. BMC Medical Informatics Decis. Mak. 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
2025	J	`jnl`	Cross-dataset Multivariate Time-series Model for Parkinson's Diagnosis via Keyboard Dynamics. CoRR Arianna Francesconi, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Valerio Guarrasi, Rosa Sicilia
2025	J	`jnl`	Deep Learning for Human Locomotion Analysis in Lower-Limb Exoskeletons: A Comparative Study. CoRR Omar Coser, Christian Tamantini, Matteo Tortora, Leonardo Furia, Rosa Sicilia, Loredana Zollo, Paolo Soda
2025	J	`jnl`	Deep learning for human locomotion analysis in lower-limb exoskeletons: a comparative study. Frontiers Comput. Sci. Omar Coser, Christian Tamantini, Matteo Tortora, Leonardo Furia, Rosa Sicilia, Loredana Zollo, Paolo Soda
2025	J	`jnl`	Doctor-in-the-Loop: An Explainable, Multi-View Deep Learning Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer. CoRR Alice Natalina Caragliano, Filippo Ruffini, Carlo Greco, Edy Ippolito, Michele Fiore, Claudia Tacconi, Lorenzo Nibid, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer. Image Vis. Comput. Alice Natalina Caragliano, Filippo Ruffini, Carlo Greco, Edy Ippolito, Michele Fiore, Claudia Tacconi, Lorenzo Nibid, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi
2025	B	`conf`	Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages. IJCNN Marco Salmè, Rosa Sicilia, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages. CoRR Marco Salmè, Rosa Sicilia, Paolo Soda, Valerio Guarrasi
2025	B	`conf`	Generative Adversarial Networks for Synthetic Longitudinal Electronic Health Records Enabling Cardiovascular Digital Twins. CBMS Amanda Bertgren, Fredrik Öhberg, Paolo Soda, Ulf Näslund, Patrik Wennberg, Christer Grönlund
2025	J	`jnl`	Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs. BMC Medical Informatics Decis. Mak. Domenico Paolo, Carlo Greco, Alessio Cortellini, Sara Ramella, Paolo Soda, Alessandro Bria, Rosa Sicilia
2025	B	`conf`	Hybrid 3D CNN-MAMBA for Emphysema Classification in the SCAPIS Cohort. CBMS Francesco Di Feola, Marida De Maria, Göran Bergström, Anders Blomberg, Åse Johnsson, Pierangelo Veltri, Paolo Soda
2025	J	`jnl`	LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space. IEEE Trans. Pattern Anal. Mach. Intell. Lorenzo Tronchin, Minh H. Vu, Paolo Soda, Tommy Löfstedt
2025	B	`conf`	Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer. CBMS Aurora Rofena, Arianna Manchia, Claudia Lucia Piccolo, Bruno Beomonte Zobel, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer. CoRR Aurora Rofena, Arianna Manchia, Claudia Lucia Piccolo, Bruno Beomonte Zobel, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	MARIA: A multimodal transformer model for incomplete healthcare data. Comput. Biol. Medicine Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation. CoRR Daniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Linlin Shen, Valerio Guarrasi, Paolo Soda
2025	—	`conf`	Medicine without boundaries: generative AI for translating medical data across modalities. Ital-IA 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
2025	J	`jnl`	Multi-scale texture loss for CT denoising with GANs. AI Open Francesco Di Feola, Lorenzo Tronchin, Valerio Guarrasi, Paolo Soda
2025	J	`jnl`	Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET. CoRR Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2025	J	`jnl`	Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET. Pattern Recognit. Lett. Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2025	B	`conf`	Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer. IJCNN Alice Natalina Caragliano, Claudia Tacconi, Carlo Greco, Lorenzo Nibid, Edy Ippolito, Michele Fiore, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer. CoRR Alice Natalina Caragliano, Claudia Tacconi, Carlo Greco, Lorenzo Nibid, Edy Ippolito, Michele Fiore, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi
2025	—	`conf`	NSCLC histological subtype classification from CT scans using generalist 3D medical foundation models. ICHI Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2025	—	`conf`	Next-gen health: from multimodal AI to foundation models. Ital-IA 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
2025	J	`jnl`	SPARSE Data, Rich Results: Few-Shot Semi-Supervised Learning via Class-Conditioned Image Translation. CoRR Guido Manni, Clemente Lauretti, Loredana Zollo, Paolo Soda
2025	J	`jnl`	Sample-Aware Test-Time Adaptation for Medical Image-to-Image Translation. CoRR Irene Iele, Francesco Di Feola, Valerio Guarrasi, Paolo Soda
2025	J	`jnl`	Text-to-CT Generation via 3D Latent Diffusion Model with Contrastive Vision-Language Pretraining. CoRR Daniele Molino, Camillo Maria Caruso, Filippo Ruffini, Paolo Soda, Valerio Guarrasi
2025	J	`jnl`	Texture-Aware StarGAN for CT data harmonisation. CoRR Francesco Di Feola, Ludovica Pompilio, Cecilia Assolito, Valerio Guarrasi, Paolo Soda
2025	B	`conf`	Texture-Aware StarGAN for CT data harmonization. IJCNN Francesco Di Feola, Ludovica Pompilio, Cecilia Assolito, Valerio Guarrasi, Paolo Soda
2025	B	`conf`	Timing Is Everything: Finding the Optimal Fusion Points in Multimodal Medical Imaging. IJCNN Valerio Guarrasi, Klara Mogensen, Sara Tassinari, Sara Qvarlander, Paolo Soda
2025	J	`jnl`	Timing Is Everything: Finding the Optimal Fusion Points in Multimodal Medical Imaging. CoRR Valerio Guarrasi, Klara Mogensen, Sara Tassinari, Sara Qvarlander, Paolo Soda
2025	—	`conf`	Towards a sustainable future: AI-powered solutions in agriculture and green energy. Ital-IA Matteo Tortora, Giulia Romoli, Valerio Guarrasi, Rosa Sicilia, Francesco Conte, Federico Silvestro, Paolo Soda
2025	—	`conf`	Transformer-Based Analysis for Detecting Pulmonary Nodules in CT Scans: Preliminary Results. BIBM Martina De Salazar, Fatih Aksu, Raffaele Giancotti, Fabrizia Gelardi, Patrizia Vizza, Pietro Hiram Guzzi, Paolo Soda, Giuseppe Tradigo, Arturo Chiti, Pierangelo Veltri
2025	B	`conf`	Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin. CBMS Valerio Guarrasi, Francesco Di Feola, Rebecca Restivo, Lorenzo Tronchin, Paolo Soda
2025	J	`jnl`	Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin. CoRR Valerio Guarrasi, Francesco Di Feola, Rebecca Restivo, Lorenzo Tronchin, Paolo Soda
2024	J	`jnl`	A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications. CoRR Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
2024	J	`jnl`	A Systematic Review on Long-Tailed Learning. CoRR Chongsheng Zhang, George Almpanidis, Gaojuan Fan, Binquan Deng, Yanbo Zhang, Ji Liu, Aouaidjia Kamel, Paolo Soda, João Gama
2024	J	`jnl`	A deep learning approach for overall survival prediction in lung cancer with missing values. Comput. Methods Programs Biomed. Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
2024	J	`jnl`	A deep learning approach for virtual contrast enhancement in Contrast Enhanced Spectral Mammography. Comput. Medical Imaging Graph. Aurora Rofena, Valerio Guarrasi, Marina Sarli, Claudia Lucia Piccolo, Matteo Sammarra, Bruno Beomonte Zobel, Paolo Soda
2024	—	`conf`	AI-CARE: Artificial Intelligence for Customized Adaptive Robot-Aided Rehabilitation. HFR Rita Molle, Christian Tamantini, Alessia Paglialonga, Davide Simeone, Leonardo Furia, Matteo Tortora, Clemente Lauretti, Giulio Iannello, Paolo Soda, Rosa Sicilia, Fabrizio Dabbene, Loredana Zollo
2024	J	`jnl`	AI-based methodologies for exoskeleton-assisted rehabilitation of the lower limb: a review. Frontiers Robotics AI Omar Coser, Christian Tamantini, Paolo Soda, Loredana Zollo
2024	—	`conf`	Benchmarking GAN-Based vs Classical Data Augmentation on Biomedical Images. ICPR (Workshops and Challenges, 2) Massimiliano Mantegna, Lorenzo Tronchin, Matteo Tortora, Paolo Soda
2024	J	`jnl`	BodySLAM: A Generalized Monocular Visual SLAM Framework for Surgical Applications. CoRR Guido Manni, Clemente Lauretti, Francesco Prata, Rocco Papalia, Loredana Zollo, Paolo Soda
2024	J	`jnl`	Class Balancing Diversity Multimodal Ensemble for Alzheimer's Disease Diagnosis and Early Detection. CoRR Arianna Francesconi, Lazzaro di Biase, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Rosa Sicilia, Valerio Guarrasi
2024	J	`jnl`	Cross-Modality Calibration in Multi-Input Network for Axillary Lymph Node Metastasis Evaluation. IEEE Trans. Artif. Intell. Michela Gravina, Domiziana Santucci, Ermanno Cordelli, Paolo Soda, Carlo Sansone
2024	—	`conf`	Enhancing NSCLC Histological Subtype Classification: A Federated Learning Approach Using Triplet Loss. ICPR (Workshops and Challenges, 2) Fatih Aksu, Ermanno Cordelli, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2024	—	`conf`	Exploring Negated Entites for Named Entity Recognition in Italian Lung Cancer Clinical Reports. pHealth Domenico Paolo, Alessandro Bria, Carlo Greco, Marco Russano, Sara Ramella, Paolo Soda, Rosa Sicilia
2024	—	`conf`	Leveraging Key-Points Encoded Human Pose Images for Human Activity Recognition. ECCV Workshops (13) Gaia Virginia Dobici, Luca Minutillo, Ermanno Cordelli, Francesco Chirico, Goffredo Foglia, Paolo Soda
2024	J	`jnl`	MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data. CoRR Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2024	J	`jnl`	Machine learning predicts pulmonary Long Covid sequelae using clinical data. BMC Medical Informatics Decis. Mak. 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
2024	J	`jnl`	Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data. Artif. Intell. Medicine Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín, Carlo Sansone, Paolo Soda
2024	—	`conf`	Multi-Dataset Multi-Task Learning for COVID-19 Prognosis. MICCAI (12) Filippo Ruffini, Lorenzo Tronchin, Zhuoru Wu, Wenting Chen, Paolo Soda, Linlin Shen, Valerio Guarrasi
2024	J	`jnl`	Multi-Dataset Multi-Task Learning for COVID-19 Prognosis. CoRR Filippo Ruffini, Lorenzo Tronchin, Zhuoru Wu, Wenting Chen, Paolo Soda, Linlin Shen, Valerio Guarrasi
2024	J	`jnl`	Multi-Scale Texture Loss for CT denoising with GANs. CoRR Francesco Di Feola, Lorenzo Tronchin, Valerio Guarrasi, Paolo Soda
2024	J	`jnl`	Multimodal explainability via latent shift applied to COVID-19 stratification. Pattern Recognit. Valerio Guarrasi, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Paolo Soda
2024	J	`jnl`	Not Another Imputation Method: A Transformer-based Model for Missing Values in Tabular Datasets. CoRR Camillo Maria Caruso, Paolo Soda, Valerio Guarrasi
2024	—	`conf`	Pathologic Complete Response Prediction with Machine Learning Using Hierarchical Attention Feature Extraction. ICPR (Workshops and Challenges, 2) Domenico Paolo, Ciro Russo, Giulio Russo, Carlo Greco, Alessio Cortellini, Marco Russano, Sara Ramella, Paolo Soda, Claudio Marrocco, Alessandro Bria, Rosa Sicilia
2024	—	`conf`	Toward a Multimodal Deep Learning Approach for Histological Subtype Classification in NSCLC. BIBM Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2024	—	`conf`	Towards AI-driven Next Generation Personalized Healthcare and Well-being. Ital-IA 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
2024	J	`jnl`	Translating Image XAI to Multivariate Time Series. IEEE Access Lorenzo Tronchin, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda, Rosa Sicilia
2024	—	`conf`	Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins. Ital-IA 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
2023	J	`jnl`	A Cascade of Learners for Firemen' Emergency Events Classification. IEEE Access Camillo Maria Caruso, Paolo Soda, Carlo Giammichele, Francesca Rotilio, Rosa Sicilia
2023	B	`conf`	A Comparative Study Between Paired And Unpaired Image Quality Assessment In Low-Dose CT Denoising. CBMS Francesco Di Feola, Lorenzo Tronchin, Paolo Soda
2023	J	`jnl`	A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values. CoRR Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
2023	J	`jnl`	A Deep Learning Approach for Virtual Contrast Enhancement in Contrast Enhanced Spectral Mammography. CoRR Aurora Rofena, Valerio Guarrasi, Marina Sarli, Claudia Lucia Piccolo, Matteo Sammarra, Bruno Beomonte Zobel, Paolo Soda
2023	J	`jnl`	A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT Denoising. CoRR Francesco Di Feola, Lorenzo Tronchin, Paolo Soda
2023	J	`jnl`	An empirical study on the joint impact of feature selection and data resampling on imbalance classification. Appl. Intell. Chongsheng Zhang, Paolo Soda, Jingjun Bi, Gaojuan Fan, George Almpanidis, Salvador García, Weiping Ding
2023	—	`conf`	Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges. Ital-IA Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2023	J	`jnl`	Correction to: An empirical study on the joint impact of feature selection and data resampling on imbalance classification. Appl. Intell. Chongsheng Zhang, Paolo Soda, Jingjun Bi, Gaojuan Fan, George Almpanidis, Salvador García, Weiping Ding
2023	B	`conf`	Early Experiences on using Triplet Networks for Histological Subtype Classification in Non-Small Cell Lung Cancer. CBMS Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2023	—	`conf`	Exploring Early Stress Detection from Multimodal Time Series with Deep Reinforcement Learning. BIBM Leonardo Furia, Matteo Tortora, Paolo Soda, Rosa Sicilia
2023	J	`jnl`	LatentAugment: Data Augmentation via Guided Manipulation of GAN's Latent Space. CoRR Lorenzo Tronchin, Minh H. Vu, Paolo Soda, Tommy Löfstedt
2023	J	`jnl`	MATNet: Multi-Level Fusion and Self-Attention Transformer-Based Model for Multivariate Multi-Step Day-Ahead PV Generation Forecasting. CoRR Matteo Tortora, Francesco Conte, Gianluca Natrella, Paolo Soda
2023	—	`conf`	Making AI trustworthy in multimodal and healthcare scenarios. Ital-IA Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Filippo Ruffini, Rosa Sicilia, Paolo Soda, Lorenzo Tronchin
2023	J	`jnl`	Multi-objective optimization determines when, which and how to fuse deep networks: An application to predict COVID-19 outcomes. Comput. Biol. Medicine Valerio Guarrasi, Paolo Soda
2023	—	`conf`	Named Entity Recognition in Italian Lung Cancer Clinical Reports using Transformers. BIBM Domenico Paolo, Alessandro Bria, Carlo Greco, Marco Russano, Sara Ramella, Paolo Soda, Rosa Sicilia
2023	J	`jnl`	RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy. IEEE Access Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda
2023	—	`conf`	Sustainable AI: inside the deep, alongside the green. Ital-IA Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora
2022	J	`jnl`	A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer. J. Imaging Camillo Maria Caruso, Valerio Guarrasi, Ermanno Cordelli, Rosa Sicilia, Silvia Gentile, Laura Messina, Michele Fiore, Claudia L. Piccolo, Bruno Beomonte Zobel, Giulio Iannello, Sara Ramella, Paolo Soda
2022	B	`conf`	Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer. ICPR Michela Gravina, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone
2022	B	`conf`	Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detection. CBMS Elisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte, Paolo Soda
2022	J	`jnl`	MLOps: A Taxonomy and a Methodology. IEEE Access Matteo Testi, Matteo Ballabio, Emanuele Frontoni, Giulio Iannello, Sara Moccia, Paolo Soda, Gennaro Vessio
2022	J	`jnl`	Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes. CoRR Valerio Guarrasi, Paolo Soda
2022	J	`jnl`	Multimodal Explainability via Latent Shift applied to COVID-19 stratification. CoRR Valerio Guarrasi, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Paolo Soda
2022	—	`conf`	Optimized Fusion of CNNs to Diagnose Pulmonary Diseases on Chest X-Rays. ICIAP (1) Valerio Guarrasi, Paolo Soda
2022	J	`jnl`	Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays. Pattern Recognit. Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2022	J	`jnl`	PyTrack: A Map-Matching-Based Python Toolbox for Vehicle Trajectory Reconstruction. IEEE Access Matteo Tortora, Ermanno Cordelli, Paolo Soda
2022	J	`jnl`	RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy. CoRR Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda
2021	—	`ed.`	20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, ICCICC 2021, Banff, AB, Canada, October 29-31, 2021 ICCICC Yingxu Wang, Jane Z. Wang, Henry Leung, Newton Howard, Paolo Soda, Bernard Widrow, Jerome A. Feldman
2021	B	`ed.`	34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021 CBMS João Rafael Almeida, Alejandro Rodríguez González, Linlin Shen, Bridget Kane, Agma J. M. Traina, Paolo Soda, José Luís Oliveira
2021	B	`conf`	A Multi-Expert System to Detect COVID-19 Cases in X-ray Images. CBMS Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2021	J	`jnl`	AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa
2021	J	`jnl`	An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification. CoRR Chongsheng Zhang, Paolo Soda, Jingjun Bi, Gaojuan Fan, George Almpanidis, Salvador Garcia
2021	—	`conf`	Artificial intelligence against COVID-19 Pandemic using Chest X-ray Images. ICCI*CC Paolo Soda
2021	J	`jnl`	Deep Reinforcement Learning for Fractionated Radiotherapy in Non-Small Cell Lung Carcinoma. Artif. Intell. Medicine Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Marianna Miele, Paolo Matteucci, Giulio Iannello, Sara Ramella, Paolo Soda
2021	—	`conf`	Describing rumours: a comparative evaluation of two handcrafted representations for rumour detection. IDT Luisa Francini, Paolo Soda, Rosa Sicilia
2021	J	`jnl`	EDITORIAL. Comput. Intell. Sebastián Ventura, Paolo Soda, Alejandro Rodríguez González
2021	—	`conf`	Evaluating GANs in Medical Imaging. DGM4MICCAI/DALI@MICCAI Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Paolo Soda
2021	—	`conf`	Explainable AI for Car Crash Detection using Multivariate Time Series. ICCI*CC Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda
2021	B	`conf`	Exploring Deep Pathomics in Lung Cancer. CBMS Charles Z. Liu, Rosa Sicilia, Matteo Tortora, Ermanno Cordelli, Lorenzo Nibid, Giovanna Sabarese, Giuseppe Perrone, Michele Fiore, Sara Ramella, Paolo Soda
2021	J	`jnl`	Grasping Inter-Attribute and Temporal Variability in Multivariate Time Series. IEEE Trans. Big Data Paolo Soda, Rosa Sicilia, Ludovica Acciai, Giulio Iannello
2021	—	`conf`	IEEE ICCICC Series in Year 20: Latest Advances in Cognitive Informatics and Cognitive Computing towards General AI (Plenary Panel Report-I). ICCICC Yingxu Wang, Bernard Widrow, Witold Pedrycz, Robert C. Berwick, Paolo Soda, Sam Kwong, Okyay Kaynak, Carlo S. Regazzoni, Christine W. Chan, Marina L. Gavrilova, Guoyin Wang
2021	J	`jnl`	Introduction to the special issue on Methods and applications in the analysis of social data in healthcare. Inf. Process. Manag. Alejandro Rodríguez González, Sebastián Ventura Soto, Paolo Soda, Jesualdo Tomás Fernández-Breis
2021	B	`conf`	Representation and Knowledge Transfer for Health-related Rumour Detection. CBMS Rosa Sicilia, Luisa Francini, Paolo Soda
2021	J	`jnl`	Rule-based space characterization for rumour detection in health. Eng. Appl. Artif. Intell. Rosa Sicilia, Mario Merone, Roberto Valenti, Paolo Soda
2021	J	`jnl`	Visual4DTracker: a tool to interact with 3D + t image stacks. BMC Bioinform. Ermanno Cordelli, Paolo Soda, Giulio Iannello
2020	B	`ed.`	33rd IEEE International Symposium on Computer-Based Medical Systems, CBMS 2020, Rochester, MN, USA, July 28-30, 2020 CBMS Alba García Seco de Herrera, Alejandro Rodríguez González, KC Santosh, Zelalem Temesgen, Bridget Kane, Paolo Soda
2020	J	`jnl`	AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa
2020	J	`jnl`	Auto-Regressive Time Delayed jump neural network for blood glucose levels forecasting. Knowl. Based Syst. Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Giulio Iannello, Paolo Soda
2020	B	`conf`	Categorizing the feature space for two-class imbalance learning. ICPR Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2020	B	`conf`	On Using Meta-Features to Learn Under Class Skew in Biomedical Domains. CBMS Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2020	B	`conf`	Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast Cancer. CBMS Ermanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda
2020	B	`conf`	Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy. CBMS Ermanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda
2019	J	`jnl`	A computer-aided diagnosis system for HEp-2 fluorescence intensity classification. Artif. Intell. Medicine Mario Merone, Carlo Sansone, Paolo Soda
2019	—	`conf`	Early Experience in Forecasting Blood Glucose Levels Using a Delayed and Auto-Regressive Jump Neural Network. ICCI*CC Federico D'Antoni, Mario Merone, Vincenzo Piemonte, Paolo Pozzilli, Giulio Iannello, Paolo Soda
2019	B	`conf`	Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. CBMS Rosa Sicilia, Ermanno Cordelli, Mario Merone, Elia Luperto, Rocco Papalia, Giulio Iannello, Paolo Soda
2019	—	`conf`	On Autonomous Systems: From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. ICCI*CC Yingxu Wang, Konstantinos N. Plataniotis, Sam Kwong, Henry Leung, Svetlana N. Yanushkevich, Fakhri Karray, Ming Hou, Newton Howard, Rodolfo A. Fiorini, Paolo Soda, Edward W. Tunstel, Jianmin Wang, Shushma Patel
2019	J	`jnl`	Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. Natascha Claudia D'Amico, Mario Merone, Rosa Sicilia, Ermanno Cordelli, Federico D'Antoni, Isa Bossi Zanetti, Giovanni Valbusa, Enzo Grossi, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda
2018	B	`ed.`	31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018, Karlstad, Sweden, June 18-21, 2018 CBMS Jaakko Hollmén, Carolyn McGregor, Paolo Soda, Bridget Kane
2018	J	`jnl`	A decision support system for type 1 diabetes mellitus diagnostics based on dual channel analysis of red blood cell membrane fluidity. Comput. Methods Programs Biomed. Ermanno Cordelli, Giuseppe Maulucci, Marco De Spirito, Alessandro Rizzi, Dario Pitocco, Paolo Soda
2018	—	`conf`	Cross-topic Rumour Detection in the Health Domain. BIBM Rosa Sicilia, Mario Merone, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda
2018	—	`conf`	Discovering COPD phenotyping via simultaneous feature selection and clustering. BIBM Mario Merone, Panaiotis Finamore, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello, Paolo Soda
2018	—	`conf`	Early experiences in 4D quantitative analysis of insulin granules in living beta-cells. BIBM Ermanno Cordelli, Mario Merone, Flavio Di Giacinto, Bareket Daniel, Giuseppe Maulucci, Shlomo Sasson, Paolo Soda
2018	B	`conf`	Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer. CBMS 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
2018	B	`conf`	Hospital 4.0 and Its Innovation in Methodologies and Technologies. CBMS Pierangelo Afferni, Mario Merone, Paolo Soda
2018	—	`conf`	Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study. BIBM Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Giovanni Valbusa, Enzo Grossi, Isa Bossi Zanetti, Giancarlo Beltramo, Deborah Fazzini, Giuseppe Scotti, Giulio Iannello, Paolo Soda
2018	J	`jnl`	Twitter rumour detection in the health domain. Expert Syst. Appl. Rosa Sicilia, Stella Lo Giudice, Yulong Pei, Mykola Pechenizkiy, Paolo Soda
2017	J	`jnl`	A Decision Support System for Tele-Monitoring COPD-Related Worrisome Events. IEEE J. Biomed. Health Informatics Mario Merone, Claudio Pedone, Giuseppe Capasso, Raffaele Antonelli Incalzi, Paolo Soda
2017	J	`jnl`	ECG databases for biometric systems: A systematic review. Expert Syst. Appl. Mario Merone, Paolo Soda, Mario Sansone, Carlo Sansone
2017	—	`conf`	Feature selection and resampling in class imbalance learning: Which comes first? An empirical study in the biological domain. BIBM Chongsheng Zhang, Jingjun Bi, Paolo Soda
2017	—	`conf`	Health-related rumour detection on Twitter. BIBM Rosa Sicilia, Stella Lo Giudice, Yulong Pei, Mykola Pechenizkiy, Paolo Soda
2016	J	`jnl`	A survey on using domain and contextual knowledge for human activity recognition in video streams. Expert Syst. Appl. Leonardo Onofri, Paolo Soda, Mykola Pechenizkiy, Giulio Iannello
2016	J	`jnl`	Automated Neuron Tracing Methods: An Updated Account. Neuroinformatics Ludovica Acciai, Paolo Soda, Giulio Iannello
2016	B	`conf`	Automatic Neuron Tracing Using a Locally Tunable Approach. CBMS Ludovica Acciai, Paolo Soda, Giulio Iannello
2016	B	`conf`	Early Experiences in Using Blood Cells Biomembranes as Markers for Diabetes Diagnosis. CBMS Ermanno Cordelli, Giovambattista Pani, Dario Pitocco, Giuseppe Maulucci, Paolo Soda
2016	B	`conf`	On Using Active Contour to Segment HEp-2 Cells. CBMS Mario Merone, Paolo Soda
2016	—	`conf`	On the remote detection of COPD-related worrisome events. BHI Mario Merone, Leonardo Onofri, Claudio Pedone, Angela M. Bussu, Barbara F. M. Rubiu, Giuseppe Capasso, Silvano Salaris, Giulio Iannello, Raffaele Antonelli Incalzi, Paolo Soda
2016	—	`conf`	Towards automated neuron tracing via global and local 3D image analysis. ISBI Ludovica Acciai, Irene Costantini, Francesco Saverio Pavone, Valerio Conti, Renzo Guerrini, Paolo Soda, Giulio Iannello
2015	—	`conf`	A multi-environment dataset for activity of daily living recognition in video streams. EMBC Alessandro Borreo, Leonardo Onofri, Paolo Soda
2015	—	`conf`	Computer-based automatic identification of neurons in gigavoxel-sized 3D human brain images. EMBC Paolo Soda, Ludovica Acciai, Ermanno Cordelli, Irene Costantini, Leonardo Sacconi, Francesco Saverio Pavone, Valerio Conti, Renzo Guerrini, Paolo Frasconi, Giulio Iannello
2014	B	`conf`	"Real-time" Instance Selection for Biomedical Data Classification. DaWaK Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
2014	—	`conf`	A HPC infrastructure for processing and visualizing neuro-anatomical images obtained by Confocal Light Sheet Microscopy. HPCS Alessandro Bria, Giulio Iannello, Paolo Soda, Hanchuan Peng, Giovanni Erbacci, Giuseppe Fiameni, Giacomo Mariani, Roberto Mucci, Marco Rorro, Francesco Pavone, Ludovico Silvestri, Paolo Frasconi, Roberto Cortini
2014	B	`conf`	Early Experiences in COPD Exacerbation Detection. CBMS Mario Merone, Leonardo Onofri, Paolo Soda, Claudio Pedone, Raffaele Antonelli Incalzi, Giulio Iannello
2014	J	`jnl`	Large-scale automated identification of mouse brain cells in confocal light sheet microscopy images. Bioinform. Paolo Frasconi, Ludovico Silvestri, Paolo Soda, Roberto Cortini, Francesco Pavone, Giulio Iannello
2014	J	`jnl`	Mitotic cells recognition in HEp-2 images. Pattern Recognit. Lett. Giulio Iannello, Gennaro Percannella, Paolo Soda, Mario Vento
2014	J	`jnl`	Multiple subsequence combination in human action recognition. IET Comput. Vis. Leonardo Onofri, Paolo Soda, Giulio Iannello
2014	B	`conf`	Real-Time Biomedical Instance Selection. CBMS Chongsheng Zhang, Roberto D'Ambrosio, Paolo Soda
2014	J	`jnl`	Special issue on the analysis and recognition of indirect immuno-fluorescence images. Pattern Recognit. Pasquale Foggia, Gennaro Percannella, Paolo Soda, Mario Vento
2013	—	`conf`	A Slightly Supervised Approach for Positive/Negative Classification of Fluorescence Intensity in HEp-2 Images. ICIAP (2) Giulio Iannello, Leonardo Onofri, Paolo Soda
2013	J	`jnl`	Benchmarking HEp-2 Cells Classification Methods. IEEE Trans. Medical Imaging Pasquale Foggia, Gennaro Percannella, Paolo Soda, Mario Vento
2013	J	`jnl`	Centromere and cytoplasmic staining pattern recognition: a local approach. Medical Biol. Eng. Comput. Giulio Iannello, Leonardo Onofri, Paolo Soda
2013	B	`ed.`	Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, Porto, Portugal, June 20-22, 2013 CBMS Pedro Pereira Rodrigues, Mykola Pechenizkiy, João Gama, Ricardo Cruz-Correia, Jiming Liu, Agma J. M. Traina, Peter J. F. Lucas, Paolo Soda
2013	—	`conf`	Softmax Regression for ECOC Reconstruction. ICIAP (1) Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2013	B	`conf`	Solving biomedical classification tasks by softmax reconstruction in ECOC framework. CBMS Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2013	J	`jnl`	Whole-body isometric force/torque measurements for functional assessment in neuro-rehabilitation: User interface and data pre-processing techniques. Comput. Methods Programs Biomed. Stefano Mazzoleni, Marko Munih, Andras Toth, Justin Cinkelj, Mihaly Jurak, Jo Van Vaerenbergh, Giuseppe Cavallo, Paolo Soda, Paolo Dario, Eugenio Guglielmelli
2012	—	`conf`	A Double-Ensemble Approach for Classifying Skewed Data Streams. PAKDD (1) Chongsheng Zhang, Paolo Soda
2012	B	`conf`	A One-per-Class reconstruction rule for class imbalance learning. ICPR Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2012	B	`conf`	A bag of visual words approach for centromere and cytoplasmic staining pattern classification on HEp-2 images. CBMS Giulio Iannello, Leonardo Onofri, Paolo Soda
2012	B	`conf`	A classification-based approach to segment HEp-2 cells. CBMS Gennaro Percannella, Paolo Soda, Mario Vento
2012	—	`conf`	Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability. MLMI Roberto D'Ambrosio, Wafa Bel Haj Ali, Richard Nock, Paolo Soda, Frank Nielsen, Michel Barlaud
2012	B	`conf`	Combining video subsequences for human action recognition. ICPR Leonardo Onofri, Paolo Soda
2012	—	`conf`	Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule. SSPR/SPR Roberto D'Ambrosio, Paolo Soda
2012	B	`ed.`	Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy CBMS Paolo Soda, Francesco Tortorella, Sameer K. Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal
2012	J	`jnl`	Trends in computer-based medical systems. SIGHIT Rec. Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal
2011	J	`jnl`	A decision support system for Crithidia Luciliae image classification. Artif. Intell. Medicine Paolo Soda, Leonardo Onofri, Giulio Iannello
2011	J	`jnl`	A multi-objective optimisation approach for class imbalance learning. Pattern Recognit. Paolo Soda
2011	B	`conf`	An efficient autofocus algorithm for indirect immunofluorescence applications. CBMS Giulio Iannello, Leonardo Onofri, Gianpaolo Punzo, Paolo Soda
2011	—	`conf`	Automatic Facial Expression Recognition Using Statistical-Like Moments. ICIAP (1) Roberto D'Ambrosio, Giulio Iannello, Paolo Soda
2011	—	`conf`	Automatic Recognition of Mitotic HEp-2 Cells. MDA Gennaro Percannella, Paolo Soda, Mario Vento
2011	B	`conf`	Color to grayscale staining pattern representation in IIF. CBMS Ermanno Cordelli, Paolo Soda
2011	—	`conf`	Mitotic HEp-2 Cells Recognition under Class Skew. ICIAP (2) Gennaro Percannella, Paolo Soda, Mario Vento
2010	B	`conf`	A 2D segmentation algorithm for the analisys of TBY-2 cells. CBMS Mariangela De Marco, Vittoria Locato, Paolo Soda, Luca Vollero
2010	B	`conf`	Decomposition Methods and Learning Approaches for Imbalanced Dataset: An Experimental Integration. ICPR Paolo Soda, Giulio Iannello
2010	B	`conf`	Early experiences in mitotic cells recognition on HEp-2 slides. CBMS Pasquale Foggia, Gennaro Percannella, Paolo Soda, Mario Vento
2010	J	`jnl`	Human movement onset detection from isometric force and torque measurements: A supervised pattern recognition approach. Artif. Intell. Medicine Paolo Soda, Stefano Mazzoleni, Giuseppe Cavallo, Eugenio Guglielmelli, Giulio Iannello
2010	J	`jnl`	Knowledge discovery and computer-based decision support in biomedicine. Artif. Intell. Medicine Paolo Soda, Mykola Pechenizkiy, Francesco Tortorella, Alexey Tsymbal
2010	B	`conf`	Methods for greyscale representation of HEp-2 colour images. CBMS Ermanno Cordelli, Paolo Soda
2009	—	`conf`	A CAD System for IIF Tests. HEALTHINF Paolo Soda, Giulio Iannello
2009	Misc	`conf`	A Hybrid Approach Handling Imbalanced Datasets. ICIAP Paolo Soda
2009	J	`jnl`	A multiple expert system for classifying fluorescent intensity in antinuclear autoantibodies analysis. Pattern Anal. Appl. Paolo Soda, Giulio Iannello, Mario Vento
2009	—	`conf`	Advances in Computer-Based Autoantibodies Analysis. BIOSTEC (Selected Papers) Paolo Soda, Giulio Iannello
2009	J	`jnl`	Aggregation of Classifiers for Staining Pattern Recognition in Antinuclear Autoantibodies Analysis. IEEE Trans. Inf. Technol. Biomed. Paolo Soda, Giulio Iannello
2009	B	`conf`	An experimental comparison of MES aggregation rules in case of imbalanced datasets. CBMS Paolo Soda
2009	Misc	`conf`	Analysis and Classification of Crithidia Luciliae Fluorescent Images. ICIAP Paolo Soda, Leonardo Onofri, Amelia Rigon, Giulio Iannello
2009	J	`jnl`	On the use of classification reliability for improving performance of the one-per-class decomposition method. Data Knowl. Eng. Giulio Iannello, Gennaro Percannella, Carlo Sansone, Paolo Soda
2008	B	`conf`	A Supervised Pattern Recognition Approach for Human Movement Onset Detection. CBMS Paolo Soda, Stefano Mazzoleni, Giuseppe Cavallo, Eugenio Guglielmelli, Giulio Iannello
2008	—	`conf`	Experiments on Solving Multiclass Recognition Tasks in the Biological and Medical Domains. BIOSIGNALS (1) Paolo Soda
2008	—	`conf`	Facing Polychotomies through Classification by Decomposition: Applications in the Bio-medical Domain. BIOSTEC (Selected Papers) Paolo Soda
2008	B	`conf`	Reliability Estimators for Classification by Decomposition Method: Experiments in the Medical Domain. CBMS Paolo Soda, Giulio Iannello
2008	—	`conf`	Staining Pattern Classification in Antinuclear Autoantibodies Testing. HEALTHINF (2) Paolo Soda, Giulio Iannello
2007	Misc	`conf`	A Hybrid Multi-Expert Systems for HEp-2 Staining Pattern Classification. ICIAP Paolo Soda, Giulio Iannello
2007	B	`conf`	Early Experiences in the Staining Pattern Classification of HEp-2 Slides. CBMS Paolo Soda
2006	B	`conf`	A Multi-Expert System to Classify Fluorescent Intensity in Antinuclear Autoantibodies Testing. CBMS Paolo Soda, Giulio Iannello
2006	B	`conf`	Automatic Acquisition of Immunofluorescence Images: Algorithms and Evaluation. CBMS Paolo Soda, Amelia Rigon, Antonella Afeltra, Giulio Iannello
2006	—	`conf`	Video-Rhino-Hygrometer (RH). EMBC Manuele Casale, Valerio Cusimano, Fabrizio Salvinelli, Roberto Setola, Paolo Soda