Pubblicazioni

Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study

2024 - IEEE ACCESS

Raisa, R. A.; Rodela, A. S.; Yousuf, M. A.; Azad, A.; Alyami, S. A.; Lio, P.; Islam, M. Z.; Pogrebna, G.; Moni, M. A.

Artificial intelligence and advanced technology in glaucoma: a review

2024 - JOURNAL OF PERSONALIZED MEDICINE

Tonti, Emanuele; Tonti, Sofia; Mancini, Flavia; Bonini, Chiara; Spadea, Leopoldo; D'Esposito, Fabiana; Gagliano, Caterina; Musa, Mutali; Zeppieri, Marco

Fast and precise dose estimation for very high energy electron radiotherapy with graph neural networks

2024 - FRONTIERS IN PHYSICS

Arsini, Lorenzo; Caccia, Barbara; Ciardiello, Andrea; De Gregorio, Angelica; Franciosini, Gaia; Giagu, Stefano; Guatelli, Susanna; Muscato, Annalisa; Nicolanti, Francesca; Paino, Jason; Schiavi, Angelo; Mancini-Terracciano, Carlo

A deep learning-based approach for battery life classification

2024 - Proceedings - 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024

Succetti, F.; Dell'Era, A.; Rosato, A.; Fioravanti, A.; Araneo, R.; Panella, M.

Arrhythmia detection by data fusion of ECG scalograms and phasograms

2024 - SENSORS

Scarpiniti, Michele

Implementation of Automatic Segmentation Framework as Preprocessing Step for Radiomics Analysis of Lung Anatomical Districts

2024 - BIOMEDINFORMATICS

Stefano, Alessandro; Bini, Fabiano; Lauciello, NicolÃ²; Pasini, Giovanni; Marinozzi, Franco; Russo, Giorgio

A randomized deep neural network for emotion recognition with landmarks detection

2023 - BIOMEDICAL SIGNAL PROCESSING AND CONTROL

Di Luzio, F.; Rosato, A.; Panella, M.

Shrinkage estimation with reinforcement learning of large variance matrices for portfolio selection

2023 - INTELLIGENT SYSTEMS WITH APPLICATIONS

Mattera, G.; Mattera, R.

Artificial intelligence (AI) in biomedical research: discussion on authors' declaration of AI in their articles title

2023 - EUROPEAN RADIOLOGY EXPERIMENTAL

Sardanelli, Francesco; Castiglioni, Isabella; Colarieti, Anna; Schiaffino, Simone; Di Leo, Giovanni

Implementing Predictive Models in Artificial Intelligence through OCT Biomarkers for Age-Related Macular Degeneration

2023 - PHOTONICS

Fragiotta, Serena; Grassi, Flaminia; Abdolrahimzadeh, Solmaz

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.

A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization

2023 - SENSORS

Avola, Danilo; Cinque, Luigi; Luca Foresti, Gian; Lanzino, Romeo; Marini, MARCO RAOUL; Mecca, Alessio; Scarcello, Francesco

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications

2023 - SENSORS

Yago Ruiz, Ãlvaro; Cavagnaro, Marta; Crocco, Lorenzo

Hyperthermia Treatment Monitoring via Deep Learning Enhanced Microwave Imaging: A Numerical Assessment

2023 - CANCERS

Yago Ruiz, Ãlvaro; Cavagnaro, Marta; Crocco, Lorenzo

A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents

2023 - ANNALS OF SURGERY

Chandrashekar, Anirudh; Handa, Ashok; Lapolla, Pierfrancesco; Shivakumar, Natesh; Uberoi, Raman; Grau, Vicente; Lee, Regent

Hierarchical Fine-Grained Image Forgery Detection and Localization

2023 - Hierarchical Fine-Grained Image Forgery Detection and Localization

Guo, Xiao; Liu, Xiaohong; Ren, Zhiyuan; Grosz, Steven; Masi, Iacopo; Liu, Xiaoming

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels

2023 - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Bucarelli, MARIA SOFIA; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio

Automatic Air-Coupled Ultrasound Detection of Impact Damages in Fiber-Reinforced Composites Based on One-Dimension Deep Learning Models

2023 - JOURNAL OF NONDESTRUCTIVE EVALUATION

Duan, Y.; Shao, T.; Tao, Y.; Hu, H.; Han, B.; Cui, J.; Yang, K.; Sfarra, S.; Sarasini, F.; Santulli, C.; Osman, A.; Mross, A.; Zhang, M.; Yang, D.; Zhang, H.

Multi-damage detection in composite space structures via deep learning

2023 - SENSORS

Angeletti, Federica; Gasbarri, Paolo; Panella, Massimo; Rosato, Antonello

Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos

2023 - SCIENTIFIC REPORTS

Lavanchy, Joel L.; Vardazaryan, Armine; Mascagni, Pietro; Laracca, Giovanni Guglielmo; Guerriero, Ludovica; Spota, Andrea; Fiorillo, Claudio; Quero, Giuseppe; Alfieri, Sergio; Baldari, Ludovica; Cassinotti, Elisa; Boni, Luigi; Cuccurullo, Diego; Costamagna, Guido; Dallemagne, Bernard; Mutter, Didier; Padoy, Nicolas

Ricerc@Sapienza

Pubblicazioni

Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study

Artificial intelligence and advanced technology in glaucoma: a review

Fast and precise dose estimation for very high energy electron radiotherapy with graph neural networks

A deep learning-based approach for battery life classification

Arrhythmia detection by data fusion of ECG scalograms and phasograms

Implementation of Automatic Segmentation Framework as Preprocessing Step for Radiomics Analysis of Lung Anatomical Districts

A randomized deep neural network for emotion recognition with landmarks detection

Shrinkage estimation with reinforcement learning of large variance matrices for portfolio selection

Artificial intelligence (AI) in biomedical research: discussion on authors' declaration of AI in their articles title

Implementing Predictive Models in Artificial Intelligence through OCT Biomarkers for Age-Related Macular Degeneration

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

A Novel Transformer-Based IMU Self-Calibration Approach through On-Board RGB Camera for UAV Flight Stabilization

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications

Hyperthermia Treatment Monitoring via Deep Learning Enhanced Microwave Imaging: A Numerical Assessment

A Deep Learning Approach to Visualize Aortic Aneurysm Morphology Without the Use of Intravenous Contrast Agents

Hierarchical Fine-Grained Image Forgery Detection and Localization

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels

Automatic Air-Coupled Ultrasound Detection of Impact Damages in Fiber-Reinforced Composites Based on One-Dimension Deep Learning Models

Multi-damage detection in composite space structures via deep learning

Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos

CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence

Neurosymbolic Integration of Linear Temporal Logic in Non Symbolic Domains

Automatic Virtual Reconstruction of Historic Buildings Through Deep Learning. A Critical Analysis of a Paradigm Shift

Poster: Human Presence Detection After Earthquakes: An AI-Based Implicit User Interface on the Smartphone

Adversarial Attacks Against Uncertainty Quantification