Marcello Di Giammarco

17 papers A 1B 3C 2Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A method for skin lesion detection and localization by means of Deep Learning and reliable prediction explainability.
Image Vis. Comput.
Marcello Di Giammarco, Antonella Santone, Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo
2025 — conf
BIOFED: A Biomedical Federated and Explainable Framework for Object Detection.
BIBM
Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone
2025 J jnl
Explainable Deep Learning for Breast Cancer Classification and Localization.
ACM Trans. Comput. Heal.
Marcello Di Giammarco, Camilla Vitulli, Simone Cirnelli, Benedetta Masone, Antonella Santone, Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo
2025 J jnl
Explainable retinal disease classification and localization through Convolutional Neural Networks.
Image Vis. Comput.
Marcello Di Giammarco, Antonella Santone, Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo
2025 — conf
Flip_VIT: An Explainable Federated Learning Framework for Privacy-Preserving Biomedical Imaging Analysis.
BIBM
Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone
2025 — conf
On the Detection of Retinal Image Synthesis Obtained Through Generative Adversarial Network.
BIOSTEC (1)
Marcello Di Giammarco, Antonella Santone, Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo
2024 J jnl
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks.
Int. J. Neural Syst.
Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli
2024 — conf
Reliable Leukemia diagnosis and localization through Explainable Deep Learning.
IDSTA
Marcello Di Giammarco, Benedetta Dukic, Fabio Martinelli, Mario Cesarelli, Fabrizio Ravelli, Antonella Santone, Francesco Mercaldo
2023 B conf
Data Poisoning Attacks over Diabetic Retinopathy Images Classification.
IEEE Big Data
Fabio Martinelli, Francesco Mercaldo, Marcello Di Giammarco, Antonella Santone
2023 J jnl
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks.
Neural Comput. Appl.
Francesco Mercaldo, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone
2023 J jnl
TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization.
IEEE Access
Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli
2022 C conf
COVID-19 Detection from Cough Recording by means of Explainable Deep Learning.
ICMLA
Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone
2022 C conf
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification.
BIBE
Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022 A conf
Explainable Deep Learning Methodologies for Biomedical Images Classification.
ICDCS
Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2022 — conf
Explainable Deep Learning for Alzheimer Disease Classification and Localisation.
AII
Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone
2022 B conf
Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping.
IJCNN
Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022 B conf
High Grade Brain Cancer Segmentation by means of Deep Learning.
KES
Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone