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2020 – today
- 2024
[c13]Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network. BIOSTEC (1) 2024: 471-478- [c12]Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Spiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection. ICAART (2) 2024: 443-452 - 2023
- [j9]Francesco Mercaldo
, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation. Sensors 23(17): 7614 (2023) - [c11]Giulia Varriano, Valeria Sorgente, Francesco Mercaldo, Antonella Santone, Luca Brunese:
Computational cost of CT Radiomics workflow: a case study on COVID-19. COMPSAC 2023: 1539-1544 - 2022
- [j8]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
A novel methodology for head and neck carcinoma treatment stage detection by means of model checking. Artif. Intell. Medicine 127: 102263 (2022) - [j7]Giulia Varriano, Pasquale Guerriero, Antonella Santone, Francesco Mercaldo, Luca Brunese:
Explainability of radiomics through formal methods. Comput. Methods Programs Biomed. 220: 106824 (2022) - [c10]Luca Brunese, Francesco Mercaldo, Antonella Santone:
Automatic Gleason Score Diagnosis with Fuzzy Classification and Radiomic Features. FUZZ-IEEE 2022: 1-7 - 2021
- [j6]Assunta Andreozzi, Luca Brunese, Marcello Iasiello, Claudio Tucci, Giuseppe Peter Vanoli:
Numerical analysis of the pulsating heat source effects in a tumor tissue. Comput. Methods Programs Biomed. 200: 105887 (2021) - [j5]Assunta Andreozzi, Luca Brunese, Marcello Iasiello, Claudio Tucci, Giuseppe Peter Vanoli:
Numerical Investigation of a Thermal Ablation Porous Media-Based Model for Tumoral Tissue with Variable Porosity. Comput. 9(5): 50 (2021) - [c9]Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli:
A Methodology based on Formal Methods for Thermal Ablation Area Detection. BIOINFORMATICS 2021: 191-194 - [c8]Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli:
Thermal Ablation Treatment Detection by means of Machine Learning. IJCNN 2021: 1-6 - 2020
- [j4]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
An ensemble learning approach for brain cancer detection exploiting radiomic features. Comput. Methods Programs Biomed. 185: 105134 (2020) - [j3]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays. Comput. Methods Programs Biomed. 196: 105608 (2020) - [j2]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Radiomics for Gleason Score Detection through Deep Learning. Sensors 20(18): 5411 (2020) - [c7]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers. IJCNN 2020: 1-8 - [c6]Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep learning for heart disease detection through cardiac sounds. KES 2020: 2202-2211 - [c5]Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Machine learning for coronavirus covid-19 detection from chest x-rays. KES 2020: 2212-2221
2010 – 2019
- 2019
- [j1]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Prostate Gleason Score Detection and Cancer Treatment Through Real-Time Formal Verification. IEEE Access 7: 186236-186246 (2019) - [c4]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Neural Networks for Lung Cancer Detection through Radiomic Features. IJCNN 2019: 1-10 - [c3]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
A Blockchain Based Proposal for Protecting Healthcare Systems through Formal Methods. KES 2019: 1787-1794 - [c2]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Radiomic Features for Medical Images Tamper Detection by Equivalence Checking. KES 2019: 1795-1802 - [c1]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Formal Modeling for Magnetic Resonance Images Tamper Mitigation. KES 2019: 1803-1810
Coauthor Index
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