Pubblicazioni

Bringing AI to clinicians: simplifying pleural effusion cytology diagnosis with user-friendly models

2025 - DIAGNOSTICS

Giarnieri, Enrico; Carico, Elisabetta; Scarpino, Stefania; Ricci, Alberto; Bruno, Pierdonato; Scardapane, Simone; Giansanti., Daniele

ArcheoWeedNet: Weed Classification inÂ theÂ Parco archeologico del Colosseo

2024 - Image Analysis and Processing - ICIAP 2023 Workshops

Saurio, G.; Muscas, M.; Spinelli, I.; Rughetti, V.; Della Giovampaola, I.; Scardapane, S.

Spatio-Temporal Image-Based Encoded Atlases for EEG Emotion Recognition

2024 - INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

Avola, D.; Cinque, L.; Di Mambro, A.; Fagioli, A.; Marini, M. R.; Pannone, D.; Fanini, B.; Foresti, G. L.

Detecting audio deepfakes: integrating CNN and BiLSTM with multi-feature concatenation

2024 - IH&MMSec '24: Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security

TAIBA MAJID, TAIBA MAJID; Qadri, Syed Asif Ahmad; Comminiello, Danilo; Amerini, Irene

Convolutional neural network model for intestinal metaplasia recognition in gastric corpus using endoscopic image patches

2024 - DIAGNOSTICS

Ligato, Irene; De Magistris, Giorgio; Dilaghi, Emanuele; Cozza, Giulio; Ciardiello, Andrea; Panzuto, Francesco; Giagu, Stefano; Annibale, Bruno; Napoli, Christian; Esposito, Gianluca

A dual-encoder double concatenation Y-shape network for precise volumetric liver and lesion segmentation

2024 - COMPUTERS IN BIOLOGY AND MEDICINE

D'Albenzio, G.; Kamkova, Y.; Naseem, R.; Ullah, M.; Colonnese, S.; Cheikh, F. A.; Kumar, R. P.

Artificial Intelligence-Based Voice Assessment of Patients with Parkinsonâs Disease Off and On Treatment: Machine vs. Deep-Learning Comparison

2023 - SENSORS

Costantini, G.; Cesarini, V.; Di Leo, P.; Amato, F.; Suppa, A.; Asci, F.; Pisani, A.; Calculli, A.; Saggio, G.

Eye-Tracking System with Low-End Hardware: Development and Evaluation

2023 - INFORMATION

Iacobelli, E.; Ponzi, V.; Russo, S.; Napoli, C.

Deepfakes Audio Detection Leveraging Audio Spectrogram and Convolutional Neural Networks

2023 - Lecture Notes in Computer Science ((LNCS,volume 14234))

Wani, T. M.; Amerini, I.

SafetyMed: A Novel IoMT Intrusion Detection System Using CNN-LSTM Hybridization

2023 - ELECTRONICS

Faruqui, N.; Yousuf, M. A.; Whaiduzzaman, M.; Azad, A. K. M.; Alyami, S. A.; Lio, P.; Kabir, M. A.; Moni, M. A.

Comparison of 1D and 3D Convolutional Neural Networks for Wildfire Detection Using PRISMA Hyperspectral Imagery and Domain Adaptation

2023 - 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)

Carbone, Andrea; Spiller, Dario; Amici, Stefania; Thangavel, Kathiravan; Sabatini, Roberto; Laneve, Giovanni

An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19

2022 - INFORMATION

De Magistris, Giorgio; Russo, Samuele; Roma, Paolo; Starczewski, Janusz T.; Napoli, Christian

An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics

2022 - CEUR Workshop Proceedings

De Magistris, G.; Iacobelli, E.; Brociek, R.; Napoli, C.

Monitoring and Maintenance of large-scale 5G Networks starting from observations

2022 -

Cicolin, P.

Deep learning-enhanced qualitative microwave Imaging. Rationale and Initial assessment

2021 - 15th European Conference on Antennas and Propagation, EuCAP 2021

Yago, A.; Cavagnaro, M.; Crocco, L.

Optical Flow based CNN for detection of unlearnt deepfake manipulations

2021 - PATTERN RECOGNITION LETTERS

Caldelli, R.; Galteri, L.; Amerini, I.; Del Bimbo, A.

Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions

2021 - BIOMEDICAL ENGINEERING LETTERS

Rashed-Al-Mahfuz, M.; Moni, M. A.; Lio, P.; Islam, S. M. S.; Berkovsky, S.; Khushi, M.; Quinn, J. M. W.

A light CNN for detecting COVID-19 from CT scans of the chest

2020 - PATTERN RECOGNITION LETTERS

Polsinelli, M.; Cinque, L.; Placidi, G.

Continuous authentication by free-text keystroke based on CNN and RNN

2020 - COMPUTERS & SECURITY

Lu, X.; Zhang, S.; Hui, P.; Lio, P.

Social Network Identification Through Image Classification with CNN

2019 - IEEE ACCESS

Amerini, I.; Li, C. -T.; Caldelli, R.

Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild

2018 - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Masi, I.; Chang, F. -J.; Choi, J.; Harel, S.; Kim, J.; Kim, K.; Leksut, J.; Rawls, S.; Wu, Y.; Hassner, T.; AbdAlmageed, W.; Medioni, G.; Morency, L. -P.; Natarajan, P.; Nevatia, R.