Sara Ramella

23 papers B 3Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
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
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
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
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 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
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
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 — 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
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
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 — 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
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 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 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 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
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
2010 — conf
A Morphing Technique to Estimate Lung Cancer Deformation Due to Breathing in Radiotherapic Treatment.
BIOSIGNALS
Grazia Maria Pia Masselli, Luigi Battista, Sergio Silvestri, Sara Ramella, Lucio Trodella
2009 J jnl
In patient dose reconstruction using a cine acquisition for dynamic arc radiation therapy.
Medical Biol. Eng. Comput.
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