Sara Ramella

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Medical Imaging

Survival Prediction

Top Venues

Artif. Intell. Medicine

Publications

Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
A deep learning approach for overall survival prediction in lung cancer with missing values. Comput. Methods Programs Biomed. 254 (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)
Camillo Maria Caruso, Valerio Guarrasi, Sara Ramella, Paolo Soda
A Deep Learning Approach for Overall Survival Prediction in Lung Cancer with Missing Values. CoRR (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. CoRR (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)
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)
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)
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)
Grazia Maria Pia Masselli, Luigi Battista, Sergio Silvestri, Sara Ramella, Lucio Trodella
A Morphing Technique to Estimate Lung Cancer Deformation Due to Breathing in Radiotherapic Treatment. BIOSIGNALS (2010)
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
In patient dose reconstruction using a cine acquisition for dynamic arc radiation therapy. Medical Biol. Eng. Comput. 47 (4) (2009)