Deborah Fazzini

15 papers C 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
ACGM: Attribute-Centric Graph Modeling Network for Concurrent Missing Tabular Data Imputation and COVID-19 Prognosis.
IEEE J. Biomed. Health Informatics
Zhuoru Wu, Wenting Chen, Xuechen Li, Filippo Ruffini, Shaonan Liu, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Xiaoling Luo, Valerio Guarrasi, Paolo Soda, Linlin Shen
2026 J jnl
Exploring UNet-based models for prostate lesion segmentation from multi-sequence MRI (T2W, ADC, DWI).
World Wide Web (WWW)
Saman Fouladi, Fatemeh Darvizeh, Gabriele Gianini, Rosario Di Meo, Luca Di Palma, Ernesto Damiani, Alessandro Maiocchi, Deborah Fazzini, Marco Alì
2026 J jnl
XGeM: A multi-prompt foundation model for multimodal medical data generation.
Comput. Medical Imaging Graph.
Daniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Linlin Shen, Valerio Guarrasi, Paolo Soda
2025 — conf
A Federated Learning Architecture for Prostate MRI Image Segmentation.
ITADATA
Alice Bovio, Mario Barile, Francesco Pallotta, Lorenzo Pede, Alessandro Maiocchi, Marco Alì, Fatemeh Darvizeh, Deborah Fazzini, Francesco Lacavalla, Massimo Banzi, Gabriele Gianini, Corrado Mio, Filippo Berto, Ruslan Bondaruc, Ernesto Damiani, Saman Fouladi
2025 J jnl
Correction: Machine learning predicts pulmonary long Covid sequelae using clinical data.
BMC Medical Informatics Decis. Mak.
Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì
2025 J jnl
MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation.
CoRR
Daniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Linlin Shen, Valerio Guarrasi, Paolo Soda
2025 J jnl
Neural Network Models for Prostate Zones Segmentation in Magnetic Resonance Imaging.
Inf.
Saman Fouladi, Luca Di Palma, Fatemeh Darvizeh, Deborah Fazzini, Alessandro Maiocchi, Sergio Papa, Gabriele Gianini, Marco Alì
2024 C conf
Advanced Prostate MRI Analysis: UNET-Based Models for Zonal and Lesion Segmentation.
MEDES
Saman Fouladi, Gabriele Gianini, Deborah Fazzini, Alessandro Maiocchi, Ernesto Damiani, Sergio Papa, Marco Alì
2024 J jnl
Machine learning predicts pulmonary Long Covid sequelae using clinical data.
BMC Medical Informatics Decis. Mak.
Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì
2024 J jnl
Multimodal explainability via latent shift applied to COVID-19 stratification.
Pattern Recognit.
Valerio Guarrasi, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Paolo Soda
2022 J jnl
Multimodal Explainability via Latent Shift applied to COVID-19 stratification.
CoRR
Valerio Guarrasi, Lorenzo Tronchin, Domenico Albano, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Paolo Soda
2021 J jnl
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.
Medical Image Anal.
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
2020 J jnl
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.
CoRR
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
2019 J jnl
Tackling imbalance radiomics in acoustic neuroma.
Int. J. Data Min. Bioinform.
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
2018 — conf
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study.
BIBM
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