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Ermanno Cordelli
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2020 – today
- 2024
- [j10]Lorenzo Tronchin
, Ermanno Cordelli
, Lorenzo Ricciardi Celsi
, Daniele Maccagnola, Massimo Natale, Paolo Soda
, Rosa Sicilia
:
Translating Image XAI to Multivariate Time Series. IEEE Access 12: 27484-27500 (2024) - 2023
- [j9]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: 47563-47578 (2023) - [c23]Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda:
Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges. Ital-IA 2023: 134-139 - [c22]Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Filippo Ruffini, Rosa Sicilia, Paolo Soda, Lorenzo Tronchin:
Making AI trustworthy in multimodal and healthcare scenarios. Ital-IA 2023: 353-358 - [c21]Francesco Conte, Ermanno Cordelli, Valerio Guarrasi, Giulio Iannello, Rosa Sicilia, Paolo Soda, Matteo Tortora:
Sustainable AI: inside the deep, alongside the green. Ital-IA 2023: 622-627 - 2022
- [j8]Matteo Tortora
, Ermanno Cordelli, Paolo Soda
:
PyTrack: A Map-Matching-Based Python Toolbox for Vehicle Trajectory Reconstruction. IEEE Access 10: 112713-112720 (2022) - [j7]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): 298 (2022) - [j6]Valerio Guarrasi
, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda:
Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays. Pattern Recognit. 121: 108242 (2022) - [c20]Elisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte
, Paolo Soda:
Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detection. CBMS 2022: 211-216 - [c19]Michela Gravina
, Ermanno Cordelli, Domiziana Santucci, Paolo Soda, Carlo Sansone
:
Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer. ICPR 2022: 4335-4342 - [i2]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 abs/2204.12423 (2022) - 2021
- [j5]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: 102137 (2021) - [j4]Ermanno Cordelli
, Paolo Soda, Giulio Iannello:
Visual4DTracker: a tool to interact with 3D + t image stacks. BMC Bioinform. 22(1): 53 (2021) - [j3]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:
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. 74: 102216 (2021) - [c18]Lorenzo Tronchin, Rosa Sicilia, Ermanno Cordelli, Lorenzo Ricciardi Celsi
, Daniele Maccagnola, Massimo Natale, Paolo Soda:
Explainable AI for Car Crash Detection using Multivariate Time Series. ICCI*CC 2021: 30-38 - [c17]Valerio Guarrasi
, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda:
A Multi-Expert System to Detect COVID-19 Cases in X-ray Images. CBMS 2021: 395-400 - [c16]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: 407-412 - [c15]Lorenzo Tronchin
, Rosa Sicilia, Ermanno Cordelli, Sara Ramella, Paolo Soda:
Evaluating GANs in Medical Imaging. DGM4MICCAI/DALI@MICCAI 2021: 112-121 - 2020
- [c14]Rosa Sicilia, Ermanno Cordelli, Paolo Soda
:
On Using Meta-Features to Learn Under Class Skew in Biomedical Domains. CBMS 2020: 251-256 - [c13]Ermanno Cordelli, Matteo Tortora
, Rosa Sicilia, Paolo Soda
:
Time-Window SIQR Analysis of COVID-19 Outbreak and Containment Measures in Italy. CBMS 2020: 277-282 - [c12]Ermanno Cordelli, Rosa Sicilia, Domiziana Santucci, Carlo de Felice, Carlo Cosimo Quattrocchi, Bruno Beomonte Zobel, Giulio Iannello, Paolo Soda
:
Radiomics-Based Non-Invasive Lymph Node Metastases Prediction in Breast Cancer. CBMS 2020: 486-491 - [c11]Rosa Sicilia, Ermanno Cordelli, Paolo Soda:
Categorizing the feature space for two-class imbalance learning. ICPR 2020: 6181-6188 - [i1]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:
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR abs/2012.06531 (2020)
2010 – 2019
- 2019
- [j2]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
:
Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. 22(4): 365-388 (2019) - [c10]Rosa Sicilia, Ermanno Cordelli, Mario Merone
, Elia Luperto, Rocco Papalia, Giulio Iannello
, Paolo Soda
:
Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. CBMS 2019: 355-360 - 2018
- [j1]Ermanno Cordelli
, Giuseppe Maulucci
, Marco De Spirito
, Alessandro Rizzi
, Dario Pitocco
, Paolo Soda
:
A decision support system for type 1 diabetes mellitus diagnostics based on dual channel analysis of red blood cell membrane fluidity. Comput. Methods Programs Biomed. 162: 263-271 (2018) - [c9]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
:
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study. BIBM 2018: 847-852 - [c8]Ermanno Cordelli, Mario Merone
, Flavio Di Giacinto
, Bareket Daniel, Giuseppe Maulucci, Shlomo Sasson, Paolo Soda
:
Early experiences in 4D quantitative analysis of insulin granules in living beta-cells. BIBM 2018: 2009-2016 - [c7]Rosa Sicilia
, Mario Merone
, Roberto Valenti, Ermanno Cordelli, Federico D'Antoni
, Vincenzo De Ruvo, Patrizia Benedetta Dragone, Sara Esposito, Paolo Soda
:
Cross-topic Rumour Detection in the Health Domain. BIBM 2018: 2056-2063 - [c6]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: 250-255 - [c5]Ermanno Cordelli, Giorgio Pennazza, Marco Sabatini, Marco Santonico
, Luca Vollero:
A Smart Sensor Architecture for eHealth Applications. COMPSAC (2) 2018: 800-804 - 2016
- [c4]Ermanno Cordelli, Giovambattista Pani
, Dario Pitocco, Giuseppe Maulucci
, Paolo Soda
:
Early Experiences in Using Blood Cells Biomembranes as Markers for Diabetes Diagnosis. CBMS 2016: 197-202 - 2015
- [c3]Paolo Soda
, Ludovica Acciai, Ermanno Cordelli, Irene Costantini
, Leonardo Sacconi
, Francesco Saverio Pavone
, Valerio Conti
, Renzo Guerrini
, Paolo Frasconi, Giulio Iannello
:
Computer-based automatic identification of neurons in gigavoxel-sized 3D human brain images. EMBC 2015: 7724-7727 - 2011
- [c2]Ermanno Cordelli, Paolo Soda
:
Color to grayscale staining pattern representation in IIF. CBMS 2011: 1-6 - 2010
- [c1]Ermanno Cordelli, Paolo Soda
:
Methods for greyscale representation of HEp-2 colour images. CBMS 2010: 383-388
Coauthor Index
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last updated on 2024-08-05 20:18 CEST by the dblp team
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