Rosa Sicilia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Multivariate Time Series

Reinforcement Learning

Top Venues

Publications

Lorenzo Tronchin, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda, Rosa Sicilia
Translating Image XAI to Multivariate Time Series. IEEE Access 12 (2024)
Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. CBMS (2024)
Domenico Paolo, Alessandro Bria, Carlo Greco, Marco Russano, Sara Ramella, Paolo Soda, Rosa Sicilia
Named Entity Recognition in Italian Lung Cancer Clinical Reports using Transformers. BIBM (2023)
Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda
RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy. IEEE Access 11 (2023)
Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora
Sustainable AI: inside the deep, alongside the green. Ital-IA (2023)
Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Filippo Ruffini, Rosa Sicilia, Paolo Soda, Lorenzo Tronchin
Making AI trustworthy in multimodal and healthcare scenarios. Ital-IA (2023)
Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges. Ital-IA (2023)
Leonardo Furia, Matteo Tortora, Paolo Soda, Rosa Sicilia
Exploring Early Stress Detection from Multimodal Time Series with Deep Reinforcement Learning. BIBM (2023)
Camillo Maria Caruso, Paolo Soda, Carlo Giammichele, Francesca Rotilio, Rosa Sicilia
A Cascade of Learners for Firemen' Emergency Events Classification. IEEE Access 11 (2023)
Elisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte, Paolo Soda
Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detection. CBMS (2022)
Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda
RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy. CoRR (2022)
Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays. Pattern Recognit. 121 (2022)
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
A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer. J. Imaging 8 (11) (2022)
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
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. 74 (2021)
Rosa Sicilia, Luisa Francini, Paolo Soda
Representation and Knowledge Transfer for Health-related Rumour Detection. CBMS (2021)
Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda
Explainable AI for Car Crash Detection using Multivariate Time Series. ICCI*CC (2021)
Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
A Multi-Expert System to Detect COVID-19 Cases in X-ray Images. CBMS (2021)
Charles Z. Liu, Rosa Sicilia, Matteo Tortora, Ermanno Cordelli, Lorenzo Nibid, Giovanna Sabarese, Giuseppe Perrone, Michele Fiore, Sara Ramella, Paolo Soda
Exploring Deep Pathomics in Lung Cancer. CBMS (2021)
Paolo Soda, Rosa Sicilia, Ludovica Acciai, Giulio Iannello
Grasping Inter-Attribute and Temporal Variability in Multivariate Time Series. IEEE Trans. Big Data 7 (5) (2021)
Rosa Sicilia, Mario Merone, Roberto Valenti, Paolo Soda
Rule-based space characterization for rumour detection in health. Eng. Appl. Artif. Intell. 105 (2021)
Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Marianna Miele, Paolo Matteucci, Giulio Iannello, Sara Ramella, Paolo Soda
Deep Reinforcement Learning for Fractionated Radiotherapy in Non-Small Cell Lung Carcinoma. Artif. Intell. Medicine 119 (2021)
Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Paolo Soda
Evaluating GANs in Medical Imaging. DGM4MICCAI/DALI@MICCAI (2021)
Luisa Francini, Paolo Soda, Rosa Sicilia
Describing rumours: a comparative evaluation of two handcrafted representations for rumour detection. IDT (2021)
Ermanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda
Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast Cancer. CBMS (2020)
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
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR (2020)
Rosa Sicilia, Ermanno Cordelli, Paolo Soda
On Using Meta-Features to Learn Under Class Skew in Biomedical Domains. CBMS (2020)
Ermanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda
Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy. CBMS (2020)
Rosa Sicilia, Ermanno Cordelli, Paolo Soda
Categorizing the feature space for two-class imbalance learning. ICPR (2020)
Rosa Sicilia, Ermanno Cordelli, Mario Merone, Elia Luperto, Rocco Papalia, Giulio Iannello, Paolo Soda
Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. CBMS (2019)
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
Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. 22 (4) (2019)
Rosa Sicilia, Mario Merone, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda
Cross-topic Rumour Detection in the Health Domain. BIBM (2018)
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
Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer. CBMS (2018)
Rosa Sicilia, Stella Lo Giudice, Yulong Pei, Mykola Pechenizkiy, Paolo Soda
Twitter rumour detection in the health domain. Expert Syst. Appl. 110 (2018)
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
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study. BIBM (2018)
Rosa Sicilia, Stella Lo Giudice, Yulong Pei, Mykola Pechenizkiy, Paolo Soda
Health-related rumour detection on Twitter. BIBM (2017)