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2020 – today
- 2025
[j4]Marcello Di Giammarco, Camilla Vitulli, Simone Cirnelli, Benedetta Masone, Antonella Santone, Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo:
Explainable Deep Learning for Breast Cancer Classification and Localization. ACM Trans. Comput. Heal. 6(1): 5:1-5:18 (2025)- 2024
- [j3]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): 2450007:1-2450007:15 (2024) - [c8]Marcello Di Giammarco, Benedetta Dukic, Fabio Martinelli, Mario Cesarelli, Fabrizio Ravelli, Antonella Santone, Francesco Mercaldo:
Reliable Leukemia diagnosis and localization through Explainable Deep Learning. IDSTA 2024: 68-75 - 2023
- [j2]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: 91969-91980 (2023) - [j1]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): 17429-17441 (2023) - [c7]Fabio Martinelli, Francesco Mercaldo, Marcello Di Giammarco, Antonella Santone:
Data Poisoning Attacks over Diabetic Retinopathy Images Classification. IEEE Big Data 2023: 3698-3703 - 2022
- [c6]Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone:
Explainable Deep Learning for Alzheimer Disease Classification and Localisation. AII 2022: 129-143 - [c5]Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE 2022: 75-78 - [c4]Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS 2022: 1262-1264 - [c3]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: 1702-1707 - [c2]Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. IJCNN 2022: 1-8 - [c1]Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
High Grade Brain Cancer Segmentation by means of Deep Learning. KES 2022: 1633-1640
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