Marcello Di Giammarco

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Top Venues

Publications

Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks. Int. J. Neural Syst. 34 (2) (2024)
Francesco Mercaldo, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks. Neural Comput. Appl. 35 (23) (2023)
Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli
TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization. IEEE Access 11 (2023)
Fabio Martinelli, Francesco Mercaldo, Marcello Di Giammarco, Antonella Santone
Data Poisoning Attacks over Diabetic Retinopathy Images Classification. BigData (2023)
Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. IJCNN (2022)
Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS (2022)
Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone
Explainable Deep Learning for Alzheimer Disease Classification and Localisation. AII (2022)
Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE (2022)
Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone
COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. ICMLA (2022)
Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
High Grade Brain Cancer Segmentation by means of Deep Learning. KES (2022)