CESARELLI, Mario
CESARELLI, Mario
A Method for Ocular Disease Diagnosis through Visual Prediction Explainability
2024-01-01 Santone, A.; Cesarelli, M.; Colasuonno, E.; Bevilacqua, V.; Mercaldo, F.
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks
2024-01-01 Mercaldo, Francesco; Di Giammarco, Marcello; Ravelli, Fabrizio; Martinelli, Fabio; Santone, Antonella; Cesarelli, Mario
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks
2024-01-01 Mercaldo, F.; Di Giammarco, M.; Ravelli, F.; Martinelli, F.; Santone, A.; Cesarelli, M.
An Explainable Method for Lung Cancer Detection and Localisation from Tissue Images through Convolutional Neural Networks
2024-01-01 Mercaldo, F.; Tibaldi, M. G.; Lombardi, L.; Brunese, L.; Santone, A.; Cesarelli, M.
Blood Cells Counting and Localisation through Deep Learning Object Detection
2022-01-01 Mercaldo, F.; Martinelli, F.; Santone, A.; Cesarelli, M.
Colon cancer diagnosis by means of explainable deep learning
2024-01-01 Di Giammarco, M.; Martinelli, F.; Santone, A.; Cesarelli, M.; Mercaldo, F.
COVID-19 Detection from Cough Recording by means of Explainable Deep Learning
2022-01-01 Cesarelli, M.; Di Giammarco, M.; Iadarola, G.; Martinelli, F.; Mercaldo, F.; Santone, A.; Tavone, M.
Deep Learning for Blood Cells Classification and Localisation
2023-01-01 Mercaldo, F.; Cesarelli, M.; Martinelli, F.; Santone, A.
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification
2022-01-01 Cesarelli, M.; Di Giammarco, M.; Iadarola, G.; Martinelli, F.; Mercaldo, F.; Santone, A.
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks
2023-01-01 Mercaldo, F.; Di Giammarco, M.; Apicella, A.; Di Iadarola, G.; Cesarelli, M.; Martinelli, F.; Santone, A.
Emotion Recognition from Facial Expression using Explainable Deep Learning
2022-01-01 Cesarelli, M.; Martinelli, F.; Mercaldo, F.; Santone, A.
Evaluating Deep Learning Resilience in Retinal Fundus Classification with Generative Adversarial Networks Generated Images
2024-01-01 Di Giammarco, M.; Santone, A.; Cesarelli, M.; Martinelli, F.; Mercaldo, F.
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation
2023-01-01 Mercaldo, F.; Brunese, L.; Martinelli, F.; Santone, A.; Cesarelli, M.
Extreme Learning Machine for Biomedical Image Classification: A Multi-Case Study
2024-01-01 Mercaldo, F.; Brunese, L.; Santone, A.; Martinelli, F.; Cesarelli, M.
Generative Adversarial Networks in Retinal Image Classification
2023-01-01 Mercaldo, F.; Brunese, L.; Martinelli, F.; Santone, A.; Cesarelli, M.
Object Detection for Brain Cancer Detection and Localization
2023-01-01 Mercaldo, F.; Brunese, L.; Martinelli, F.; Santone, A.; Cesarelli, M.
Respiratory Disease Detection through Spectogram Analysis with Explainable Deep Learning
2023-01-01 Mercaldo, F.; Brunese, L.; Cesarelli, M.; Martinelli, F.; Santone, A.
TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization
2023-01-01 Mercaldo, F.; Giammarco, M. D.; Ravelli, F.; Martinelli, F.; Santone, A.; Cesarelli, M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Method for Ocular Disease Diagnosis through Visual Prediction Explainability | 1-gen-2024 | Santone, A.; Cesarelli, M.; Colasuonno, E.; Bevilacqua, V.; Mercaldo, F. | |
| Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks | 1-gen-2024 | Mercaldo, Francesco; Di Giammarco, Marcello; Ravelli, Fabrizio; Martinelli, Fabio; Santone, Antonella; Cesarelli, Mario | |
| Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks | 1-gen-2024 | Mercaldo, F.; Di Giammarco, M.; Ravelli, F.; Martinelli, F.; Santone, A.; Cesarelli, M. | |
| An Explainable Method for Lung Cancer Detection and Localisation from Tissue Images through Convolutional Neural Networks | 1-gen-2024 | Mercaldo, F.; Tibaldi, M. G.; Lombardi, L.; Brunese, L.; Santone, A.; Cesarelli, M. | |
| Blood Cells Counting and Localisation through Deep Learning Object Detection | 1-gen-2022 | Mercaldo, F.; Martinelli, F.; Santone, A.; Cesarelli, M. | |
| Colon cancer diagnosis by means of explainable deep learning | 1-gen-2024 | Di Giammarco, M.; Martinelli, F.; Santone, A.; Cesarelli, M.; Mercaldo, F. | |
| COVID-19 Detection from Cough Recording by means of Explainable Deep Learning | 1-gen-2022 | Cesarelli, M.; Di Giammarco, M.; Iadarola, G.; Martinelli, F.; Mercaldo, F.; Santone, A.; Tavone, M. | |
| Deep Learning for Blood Cells Classification and Localisation | 1-gen-2023 | Mercaldo, F.; Cesarelli, M.; Martinelli, F.; Santone, A. | |
| Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification | 1-gen-2022 | Cesarelli, M.; Di Giammarco, M.; Iadarola, G.; Martinelli, F.; Mercaldo, F.; Santone, A. | |
| Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks | 1-gen-2023 | Mercaldo, F.; Di Giammarco, M.; Apicella, A.; Di Iadarola, G.; Cesarelli, M.; Martinelli, F.; Santone, A. | |
| Emotion Recognition from Facial Expression using Explainable Deep Learning | 1-gen-2022 | Cesarelli, M.; Martinelli, F.; Mercaldo, F.; Santone, A. | |
| Evaluating Deep Learning Resilience in Retinal Fundus Classification with Generative Adversarial Networks Generated Images | 1-gen-2024 | Di Giammarco, M.; Santone, A.; Cesarelli, M.; Martinelli, F.; Mercaldo, F. | |
| Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation | 1-gen-2023 | Mercaldo, F.; Brunese, L.; Martinelli, F.; Santone, A.; Cesarelli, M. | |
| Extreme Learning Machine for Biomedical Image Classification: A Multi-Case Study | 1-gen-2024 | Mercaldo, F.; Brunese, L.; Santone, A.; Martinelli, F.; Cesarelli, M. | |
| Generative Adversarial Networks in Retinal Image Classification | 1-gen-2023 | Mercaldo, F.; Brunese, L.; Martinelli, F.; Santone, A.; Cesarelli, M. | |
| Object Detection for Brain Cancer Detection and Localization | 1-gen-2023 | Mercaldo, F.; Brunese, L.; Martinelli, F.; Santone, A.; Cesarelli, M. | |
| Respiratory Disease Detection through Spectogram Analysis with Explainable Deep Learning | 1-gen-2023 | Mercaldo, F.; Brunese, L.; Cesarelli, M.; Martinelli, F.; Santone, A. | |
| TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization | 1-gen-2023 | Mercaldo, F.; Giammarco, M. D.; Ravelli, F.; Martinelli, F.; Santone, A.; Cesarelli, M. |