Giulia Matrone

University of Salerno — Italy

Medicine · Health Sciences

19h-index1.9kcitations115works1.02yr avg
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Research Topics

Ultrasound Imaging and Elastography(64), Ultrasonics and Acoustic Wave Propagation(45), Microwave Imaging and Scattering Analysis(34), Photoacoustic and Ultrasonic Imaging(33), Ultrasound and Hyperthermia Applications(19)

Publications115 total

Net Synergy/Redundancy Balance of Cardiovascular Interactions Allows the Stratification of the Risk in Patients with Asymptomatic Carotid Stenosis
Computing in cardiology·2025
Dynamic Range-Invariant GAN Reconstruction via Optimized Target Training in Medical Ultrasound Imaging
2025
Reducing Switching Noise in Radiofrequency Ultrasound Signals Using Deep Neural Networks
2025
Preservation of the Mechanical Properties of Multimodal Tissue-Mimicking Phantoms
2025
Adversarial learning for beamforming domain transfer in ultrasound medical imaging
Ultrasonics·2025· 1 citedOpen Access
Fluticasone propionate in chronic rhinosinusitis with nasal polyps (CRSwNP): an artificial intelligence-driven consensus
Frontiers in Allergy·2025Open Access
A Variational Autoencoder Based Framework for Classifying Apical 2-Chamber and 4-Chamber Views
2025
Automated Septum Detection in Echocardiographic Images Using Hough Transform
2025
On the Development of Breast-Like Tissue-Mimicking Phantoms
2025
Detecting Large Language Models in Exam Essays
2025
Biomechanical assessment of vulnerable plaque: from histological evidence to ultrasound elastography and image-based computational patient-specific modelling
Frontiers in Bioengineering and Biotechnology·2025· 2 citedOpen Access
Joint Analysis of Cardiovascular Control and Shear Wave Elastography to Determine Carotid Plaque Vulnerability
Journal of Clinical Medicine·2025· 1 citedOpen Access
On the Impact of Microbeamformers in 3-D High Frame Rate Ultrasound Imaging: A Simulation Study
IEEE Transactions on Biomedical Engineering·2025· 1 cited
Deep Learning Driven Classification of Echocardiographic Apical Views: An Approach Based on Variational Autoencoders and Multilayer Perceptrons
Lecture notes in computer science·2025
Joint Analysis of Cardiovascular Control and Shear Wave Elastography to Assess the Vulnerability of Carotid Artery Plaque
Computing in cardiology·2024Open Access
Blind Deconvolution of Fundamental and Harmonic Ultrasound Images
Open Archive Toulouse Archive Ouverte (University of Toulouse)·2024Open Access
3-D Ultrasound Imaging with Microbeamformer-Based FDMAS: a Preliminary Performance Assessment
2024· 1 cited
Exploring Microwave Bone Imaging: Preliminary Reconstructions of Realistic Calcaneus Phantoms in Experimental Settings for Bone Health Monitoring
2024
Echocardiographic Image Segmentation with Vision Transformers: A Comparative Analysis of Different Loss Functions
2024· 1 cited
Multi-Layer Tissue-Mimicking Breast Phantoms for Microwave-Based Imaging Systems
IEEE Journal of Electromagnetics RF and Microwaves in Medicine and Biology·2024· 3 cited
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Frequent Co-authors

Giovanni Magenes(24), Alessandro Stuart Savoia(18), Alessandro Ramalli(15), Giosué Calıano(12), Marco Pasian(11), Simona Di Meo(10), Piero Tortoli(8), Fabio Quaglia(6), Andrea Mazzanti(5), Christian Cipriani(4), Maria Chiara Carrozza(4), Francesco Svelto(4), Paul Summers(4), Maurizio Bozzi(4), Luca Perregrini(4), Lorenzo Pasotti(4), Enrico Boni(4), Silvia Seoni(4), Kristen M. Meiburger(4), Giuseppe Renne(3)