Ermanno Cordelli

44 papers B 14Journal 15Unranked 15
YearRankTypeTitle / Venue / Authors
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
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 — 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
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
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
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 — 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 — 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 — 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
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
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 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
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
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
Visual4DTracker: a tool to interact with 3D + t image stacks.
BMC Bioinform.
Ermanno Cordelli, Paolo Soda, Giulio Iannello
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 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 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 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 — conf
A Smart Sensor Architecture for eHealth Applications.
COMPSAC (2)
Ermanno Cordelli, Giorgio Pennazza, Marco Sabatini, Marco Santonico, Luca Vollero
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
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 — 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
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
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
2011 B conf
Color to grayscale staining pattern representation in IIF.
CBMS
Ermanno Cordelli, Paolo Soda
2010 B conf
Methods for greyscale representation of HEp-2 colour images.
CBMS
Ermanno Cordelli, Paolo Soda