Luca Brunese

According to our database, Luca Brunese authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Spiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection.

Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network.

Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation.

Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli

Sensors, September, 2023

Computational cost of CT Radiomics workflow: a case study on COVID-19.

Giulia Varriano, Valeria Sorgente, Francesco Mercaldo, Antonella Santone, Luca Brunese

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

Explainability of radiomics through formal methods.

Giulia Varriano, Pasquale Guerriero, Antonella Santone, Francesco Mercaldo, Luca Brunese

Comput. Methods Programs Biomed., 2022

A novel methodology for head and neck carcinoma treatment stage detection by means of model checking.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Artif. Intell. Medicine, 2022

Automatic Gleason Score Diagnosis with Fuzzy Classification and Radiomic Features.

Luca Brunese, Francesco Mercaldo, Antonella Santone

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021

Numerical Investigation of a Thermal Ablation Porous Media-Based Model for Tumoral Tissue with Variable Porosity.

Assunta Andreozzi, Luca Brunese, Marcello Iasiello, Claudio Tucci, Giuseppe Peter Vanoli

Comput., 2021

Numerical analysis of the pulsating heat source effects in a tumor tissue.

Assunta Andreozzi, Luca Brunese, Marcello Iasiello, Claudio Tucci, Giuseppe Peter Vanoli

Comput. Methods Programs Biomed., 2021

Thermal Ablation Treatment Detection by means of Machine Learning.

Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli

Proceedings of the International Joint Conference on Neural Networks, 2021

A Methodology based on Formal Methods for Thermal Ablation Area Detection.

Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020

Radiomics for Gleason Score Detection through Deep Learning.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Sensors, 2020

Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Comput. Methods Programs Biomed., 2020

An ensemble learning approach for brain cancer detection exploiting radiomic features.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Comput. Methods Programs Biomed., 2020

Machine learning for coronavirus covid-19 detection from chest x-rays.

Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Deep learning for heart disease detection through cardiac sounds.

Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Prostate Gleason Score Detection and Cancer Treatment Through Real-Time Formal Verification.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

IEEE Access, 2019

Formal Modeling for Magnetic Resonance Images Tamper Mitigation.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Radiomic Features for Medical Images Tamper Detection by Equivalence Checking.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

A Blockchain Based Proposal for Protecting Healthcare Systems through Formal Methods.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Neural Networks for Lung Cancer Detection through Radiomic Features.

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone

Proceedings of the International Joint Conference on Neural Networks, 2019