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Ermanno Cordelli
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2020 – today
- 2024
- [j11]Lorenzo Tronchin
, Ermanno Cordelli
Translating Image XAI to Multivariate Time Series. IEEE Access 12: 27484-27500 (2024) - [j10]Michela Gravina
Cross-Modality Calibration in Multi-Input Network for Axillary Lymph Node Metastasis Evaluation. IEEE Trans. Artif. Intell. 5(9): 4823-4836 (2024) - [c25]Carolina Adornato, Cecilia Assolito, Ermanno Cordelli, Francesco Di Feola, Valerio Guarrasi, Giulio Iannello, Lorenzo Marcoccia, Elena Mulero Ayllon, Rebecca Restivo, Aurora Rofena, Rosa Sicilia, Paolo Soda, Matteo Tortora, Lorenzo Tronchin:
Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins. Ital-IA 2024: 60-65 - [c24]Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Wenting Chen, Ermanno Cordelli, Omar Coser, Arianna Francesconi, Leonardo Furia, Valerio Guarrasi, Giulio Iannello, Clemente Lauretti, Guido Manni, Giustino Marino, Domenico Paolo, Filippo Ruffini, Linlin Shen, Rosa Sicilia, Paolo Soda, Christian Tamantini, Matteo Tortora, Zhuoru Wu, Loredana Zollo:
Towards AI-driven Next Generation Personalized Healthcare and Well-being. Ital-IA 2024: 360-365 - 2023
- [j9]Matteo Tortora
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
PyTrack: A Map-Matching-Based Python Toolbox for Vehicle Trajectory Reconstruction. IEEE Access 10: 112713-112720 (2022) - [j7]Camillo Maria Caruso
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
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
Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detection. CBMS 2022: 211-216 - [c19]Michela Gravina
Evaluating Tumour Bounding Options for Deep Learning-based Axillary Lymph Node Metastasis Prediction in Breast Cancer. ICPR 2022: 4335-4342 - [i2]Matteo Tortora
RadioPathomics: Multimodal Learning in Non-Small Cell Lung Cancer for Adaptive Radiotherapy. CoRR abs/2204.12423 (2022) - 2021
- [j5]Matteo Tortora
Deep Reinforcement Learning for Fractionated Radiotherapy in Non-Small Cell Lung Carcinoma. Artif. Intell. Medicine 119: 102137 (2021) - [j4]Ermanno Cordelli
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
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
Explainable AI for Car Crash Detection using Multivariate Time Series. ICCI*CC 2021: 30-38 - [c17]Valerio Guarrasi
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
Exploring Deep Pathomics in Lung Cancer. CBMS 2021: 407-412 - [c15]Lorenzo Tronchin
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
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
Tackling imbalance radiomics in acoustic neuroma. Int. J. Data Min. Bioinform. 22(4): 365-388 (2019) - [c10]Rosa Sicilia, Ermanno Cordelli, Mario Merone
Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns. CBMS 2019: 355-360 - 2018
- [j1]Ermanno Cordelli
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
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study. BIBM 2018: 847-852 - [c8]Ermanno Cordelli, Mario Merone
Early experiences in 4D quantitative analysis of insulin granules in living beta-cells. BIBM 2018: 2009-2016 - [c7]Rosa Sicilia
Cross-topic Rumour Detection in the Health Domain. BIBM 2018: 2056-2063 - [c6]Rosa Sicilia
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
A Smart Sensor Architecture for eHealth Applications. COMPSAC (2) 2018: 800-804 - 2016
- [c4]Ermanno Cordelli, Giovambattista Pani
Early Experiences in Using Blood Cells Biomembranes as Markers for Diabetes Diagnosis. CBMS 2016: 197-202 - 2015
- [c3]Paolo Soda
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 2024-10-23 20:30 CEST by the dblp team
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