Rosa Sicilia

According to our database, Rosa Sicilia authored at least 38 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Class Balancing Diversity Multimodal Ensemble for Alzheimer's Disease Diagnosis and Early Detection.

Arianna Francesconi, Lazzaro di Biase, Donato Cappetta, Fabio Rebecchi, Paolo Soda, Rosa Sicilia, Valerio Guarrasi

CoRR, 2024

Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine.

Rosa Sicilia, Linlin Shen, Alejandro Rodríguez González, KC Santosh, Peter J. F. Lucas

Artif. Intell. Medicine, 2024

Translating Image XAI to Multivariate Time Series.

Lorenzo Tronchin, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda, Rosa Sicilia

IEEE Access, 2024

Exploring Negated Entites for Named Entity Recognition in Italian Lung Cancer Clinical Reports.

Domenico Paolo, Alessandro Bria, Carlo Greco, Marco Russano, Sara Ramella, Paolo Soda, Rosa Sicilia

Proceedings of the pHealth 2024 - Proceedings of the 20th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2024

Towards AI-driven Next Generation Personalized Healthcare and Well-being.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data.

Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023

RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy.

Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Lorenzo Nibid, Edy Ippolito, Giuseppe Perrone, Sara Ramella, Paolo Soda

IEEE Access, 2023

A Cascade of Learners for Firemen' Emergency Events Classification.

Camillo Maria Caruso, Paolo Soda, Carlo Giammichele, Francesca Rotilio, Rosa Sicilia

IEEE Access, 2023

Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges.

Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda

Proceedings of the Italia Intelligenza Artificiale, 2023

Making AI trustworthy in multimodal and healthcare scenarios.

Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Filippo Ruffini, Rosa Sicilia, Paolo Soda, Lorenzo Tronchin

Proceedings of the Italia Intelligenza Artificiale, 2023

Sustainable AI: inside the deep, alongside the green.

Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora

Proceedings of the Italia Intelligenza Artificiale, 2023

Named Entity Recognition in Italian Lung Cancer Clinical Reports using Transformers.

Domenico Paolo, Alessandro Bria, Carlo Greco, Marco Russano, Sara Ramella, Paolo Soda, Rosa Sicilia

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Exploring Early Stress Detection from Multimodal Time Series with Deep Reinforcement Learning.

Leonardo Furia, Matteo Tortora, Paolo Soda, Rosa Sicilia

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays.

Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda

Pattern Recognit., 2022

A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer.

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

J. Imaging, 2022

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

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

Grasping Inter-Attribute and Temporal Variability in Multivariate Time Series.

Paolo Soda, Rosa Sicilia, Ludovica Acciai, Giulio Iannello

IEEE Trans. Big Data, 2021

AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.

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

Medical Image Anal., 2021

Rule-based space characterization for rumour detection in health.

Rosa Sicilia, Mario Merone, Roberto Valenti, Paolo Soda

Eng. Appl. Artif. Intell., 2021

Deep Reinforcement Learning for Fractionated Radiotherapy in Non-Small Cell Lung Carcinoma.

Matteo Tortora, Ermanno Cordelli, Rosa Sicilia, Marianna Miele, Paolo Matteucci, Giulio Iannello, Sara Ramella, Paolo Soda

Artif. Intell. Medicine, 2021

Evaluating GANs in Medical Imaging.

Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Paolo Soda

Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

Describing rumours: a comparative evaluation of two handcrafted representations for rumour detection.

Luisa Francini, Paolo Soda, Rosa Sicilia

Proceedings of the International Conference on Information and Digital Technologies, 2021

Representation and Knowledge Transfer for Health-related Rumour Detection.

Rosa Sicilia, Luisa Francini, Paolo Soda

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

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

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

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

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Explainable AI for Car Crash Detection using Multivariate Time Series.

Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Lorenzo Ricciardi Celsi, Daniele Maccagnola, Massimo Natale, Paolo Soda

Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

2020

Categorizing the feature space for two-class imbalance learning.

Rosa Sicilia, Ermanno Cordelli, Paolo Soda

Proceedings of the 25th International Conference on Pattern Recognition, 2020

On Using Meta-Features to Learn Under Class Skew in Biomedical Domains.

Rosa Sicilia, Ermanno Cordelli, Paolo Soda

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy.

Ermanno Cordelli, Matteo Tortora, Rosa Sicilia, Paolo Soda

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

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

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019

Tackling imbalance radiomics in acoustic neuroma.

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

Int. J. Data Min. Bioinform., 2019

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

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

Twitter rumour detection in the health domain.

Rosa Sicilia, Stella Lo Giudice, Yulong Pei, Mykola Pechenizkiy, Paolo Soda

Expert Syst. Appl., 2018

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

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Cross-topic Rumour Detection in the Health Domain.

Rosa Sicilia, Mario Merone, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study.

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Health-related rumour detection on Twitter.

Rosa Sicilia, Stella Lo Giudice, Yulong Pei, Mykola Pechenizkiy, Paolo Soda

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017