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Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays

Computer methods and programs in biomedicine, 2020-11, Vol.196, p.105608-105608, Article 105608

2020

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A framework for supporting ransomware detection and prevention based on hybrid analysis

Journal of Computer Virology and Hacking Techniques, 2021-09, Vol.17 (3), p.221-227

Mercaldo, Francesco

2021

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Deep learning for image-based mobile malware detection

Journal of Computer Virology and Hacking Techniques, 2020-06, Vol.16 (2), p.157-171

2020

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Radiomics for Gleason Score Detection through Deep Learning

Sensors (Basel, Switzerland), 2020-09, Vol.20 (18), p.5411

2020

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Formal methods for prostate cancer Gleason score and treatment prediction using radiomic biomarkers

Magnetic resonance imaging, 2020-02, Vol.66, p.165-175

2020

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Android malware detection based on system call sequences and LSTM

Multimedia tools and applications, 2019-02, Vol.78 (4), p.3979-3999

2019

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Water Meter Reading for Smart Grid Monitoring

Sensors (Basel, Switzerland), 2022-12, Vol.23 (1), p.75

2022

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Radiomic features for prostate cancer grade detection through formal verification

Radiologia medica, 2021-05, Vol.126 (5), p.688-697

2021

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Coronavirus covid-19 detection by means of explainable deep learning

Scientific reports, 2023-01, Vol.13 (1), p.462-11, Article 462

2023

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Automatic PI-RADS assignment by means of formal methods

Radiologia medica, 2022-01, Vol.127 (1), p.83-89

2022

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Colon cancer diagnosis by means of explainable deep learning

Scientific reports, 2024-07, Vol.14 (1), p.15334-11, Article 15334

2024

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ASI-DBNet: An Adaptive Sparse Interactive ResNet-Vision Transformer Dual-Branch Network for the Grading of Brain Cancer Histopathological Images

Interdisciplinary sciences : computational life sciences, 2023-03, Vol.15 (1), p.15-31

2023

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Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation

Sensors (Basel, Switzerland), 2023-09, Vol.23 (17), p.7614

2023

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Audio signal processing for Android malware detection and family identification

Journal of Computer Virology and Hacking Techniques, 2021-06, Vol.17 (2), p.139-152

2021

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A Method for Real-Time Lung Nodule Instance Segmentation Using Deep Learning

Life (Basel, Switzerland), 2024-09, Vol.14 (9), p.1192

2024

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A Neural Network-Based Method for Respiratory Sound Analysis and Lung Disease Detection

Applied sciences, 2022-04, Vol.12 (8), p.3877

2022

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LPCANet: Classification of Laryngeal Cancer Histopathological Images Using a CNN with Position Attention and Channel Attention Mechanisms

Interdisciplinary sciences : computational life sciences, 2021-12, Vol.13 (4), p.666-682

2021

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Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection

Computers (Basel), 2024-06, Vol.13 (6), p.154

2024

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Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation

Simulation modelling practice and theory, 2020-12, Vol.105, p.102169, Article 102169

2020

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Transfer learning for mobile real-time face mask detection and localization

Journal of the American Medical Informatics Association : JAMIA, 2021-07, Vol.28 (7), p.1548-1554

2021

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Explainable Ransomware Detection with Deep Learning Techniques

Journal of Computer Virology and Hacking Techniques, 2024-06, Vol.20 (2), p.317-330

2024

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Driver and Path Detection through Time-Series Classification

Journal of advanced transportation, 2018-01, Vol.2018 (2018), p.1-20

2018

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Prostate Gleason Score Detection and Cancer Treatment Through Real-Time Formal Verification

IEEE access, 2019, Vol.7, p.186236-186246

2019

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Artificial Intelligence for Cybersecurity

1, 2022

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Detecting Colluding Inter-App Communication in Mobile Environment

Applied sciences, 2020-12, Vol.10 (23), p.8351

2020

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Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays

A framework for supporting ransomware detection and prevention based on hybrid analysis

Deep learning for image-based mobile malware detection

Radiomics for Gleason Score Detection through Deep Learning

Formal methods for prostate cancer Gleason score and treatment prediction using radiomic biomarkers

Android malware detection based on system call sequences and LSTM

Water Meter Reading for Smart Grid Monitoring

Radiomic features for prostate cancer grade detection through formal verification

Coronavirus covid-19 detection by means of explainable deep learning

Automatic PI-RADS assignment by means of formal methods

Colon cancer diagnosis by means of explainable deep learning

ASI-DBNet: An Adaptive Sparse Interactive ResNet-Vision Transformer Dual-Branch Network for the Grading of Brain Cancer Histopathological Images

Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation

Audio signal processing for Android malware detection and family identification

A Method for Real-Time Lung Nodule Instance Segmentation Using Deep Learning

A Neural Network-Based Method for Respiratory Sound Analysis and Lung Disease Detection

LPCANet: Classification of Laryngeal Cancer Histopathological Images Using a CNN with Position Attention and Channel Attention Mechanisms

Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection

Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation

Transfer learning for mobile real-time face mask detection and localization

Explainable Ransomware Detection with Deep Learning Techniques

Driver and Path Detection through Time-Series Classification

Prostate Gleason Score Detection and Cancer Treatment Through Real-Time Formal Verification

Artificial Intelligence for Cybersecurity

Detecting Colluding Inter-App Communication in Mobile Environment

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