Luca Brunese

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Cancer Detection

Top Venues

Comput. Methods Programs Biomed.

Publications

Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone
Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network. BIOSTEC (1) (2024)
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)
Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation. Sensors 23 (17) (2023)
Giulia Varriano, Valeria Sorgente, Francesco Mercaldo, Antonella Santone, Luca Brunese
Computational cost of CT Radiomics workflow: a case study on COVID-19. COMPSAC (2023)
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 (2022)
Luca Brunese, Francesco Mercaldo, Antonella Santone
Automatic Gleason Score Diagnosis with Fuzzy Classification and Radiomic Features. FUZZ-IEEE (2022)
Giulia Varriano, Pasquale Guerriero, Antonella Santone, Francesco Mercaldo, Luca Brunese
Explainability of radiomics through formal methods. Comput. Methods Programs Biomed. 220 (2022)
Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli
A Methodology based on Formal Methods for Thermal Ablation Area Detection. BIOINFORMATICS (2021)
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) (2021)
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 (2021)
Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli
Thermal Ablation Treatment Detection by means of Machine Learning. IJCNN (2021)
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 (2020)
Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Deep learning for heart disease detection through cardiac sounds. KES (2020)
Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Machine learning for coronavirus covid-19 detection from chest x-rays. KES (2020)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers. IJCNN (2020)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
Radiomics for Gleason Score Detection through Deep Learning. Sensors 20 (18) (2020)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
An ensemble learning approach for brain cancer detection exploiting radiomic features. Comput. Methods Programs Biomed. 185 (2020)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
A Blockchain Based Proposal for Protecting Healthcare Systems through Formal Methods. KES (2019)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
Formal Modeling for Magnetic Resonance Images Tamper Mitigation. KES (2019)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
Neural Networks for Lung Cancer Detection through Radiomic Features. IJCNN (2019)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
Radiomic Features for Medical Images Tamper Detection by Equivalence Checking. KES (2019)
Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
Prostate Gleason Score Detection and Cancer Treatment Through Real-Time Formal Verification. IEEE Access 7 (2019)