Sara Ramella

According to our database, Sara Ramella authored at least 15 papers between 2009 and 2025.

Collaborative distances:

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

2025

Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs.

Domenico Paolo, Carlo Greco, Alessio Cortellini, Sara Ramella, Paolo Soda, Alessandro Bria, Rosa Sicilia

BMC Medical Informatics Decis. Mak., December, 2025

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

CoRR, May, 2025

Doctor-in-the-Loop: An explainable, multi-view deep learning framework for predicting pathological response in non-small cell lung cancer.

Alice Natalina Caragliano, Filippo Ruffini, Carlo Greco, Edy Ippolito, Michele Fiore, Claudia Tacconi, Lorenzo Nibid, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi

Image Vis. Comput., 2025

2024

A deep learning approach for overall survival prediction in lung cancer with missing values.

Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda

Comput. Methods Programs Biomed., 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

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

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 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

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

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

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

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

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

2010

A Morphing Technique to Estimate Lung Cancer Deformation Due to Breathing in Radiotherapic Treatment.

Grazia Maria Pia Masselli, Luigi Battista, Sergio Silvestri, Sara Ramella, Lucio Trodella

Proceedings of the BIOSIGNALS 2010, 2010

2009

In patient dose reconstruction using a cine acquisition for dynamic arc radiation therapy.

Angelo Piermattei, Andrea Fidanzio, Luigi Azario, Francesca Greco, Alessandra Mameli, Savino Cilla, Luca Grimaldi, Guido D'Onofrio, Boris Giuseppe Augelli, Gerardina Stimato, Diego Gaudino, Sara Ramella, Rolando D'Angelillo, Francesco Cellini, Lucio Trodella

Medical Biol. Eng. Comput., 2009