Publications by authors named "Mario Merone"

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Exploring the Biopsychosocial Impact of Chronic Low Back Pain in Workers Through Artificial Intelligence-Driven Phenotyping.
Paolo Giaccone, Elisabetta de Rinaldis, Federico D'Antoni, Fabrizio Russo, Luca Ambrosio, Mario Merone

JOR Spine· September 2025

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Deep reinforcement learning for Type 1 Diabetes: Dual PPO controller for personalized insulin management.
Alessandro Marchetti, Daniele Sasso, Federico D'Antoni, Francesco Morandin, Maurizio Parton, Mario Merone

Comput Biol Med· June 2025

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Efficient multi-task learning with instance selection for biomedical NLP.
Agnese Bonfigli, Luca Bacco, Leandro Pecchia, Mario Merone, Felice Dell'Orletta

Comput Biol Med· May 2025

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Artificial Intelligence in Rotator Cuff Tear Detection: A Systematic Review of MRI-Based Models.
Umile Giuseppe Longo, Benedetta Bandini, Letizia Mancini, Mario Merone, Emiliano Schena

Diagnostics (Basel)· May 2025

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Continuous Monitoring of Sleep-Related Biomarkers via a Nearable Solution Based on Fiber Bragg Grating Technology.
Francesca De Tommasi, Federico D'Antoni, Daniela Lo Presti, Sergio Silvestri, Giancarlo Fortino, Mario Merone

IEEE J Biomed Health Inform· April 2025

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Prevention and management of degenerative lumbar spine disorders through artificial intelligence-based decision support systems: a systematic review.
Paolo Giaccone, Federico D'Antoni, Fabrizio Russo, Luca Ambrosio, Giuseppe Francesco Papalia, Mario Merone

BMC Musculoskelet Disord· February 2025

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Combining Fiber Bragg Grating and Artificial Intelligence Technologies for Supporting Epidural Procedures.
Martina Pulcinelli, Federico D'Antoni, Daniela Lo Presti, Emiliano Schena, Massimiliano Carassiti, Mario Merone

IEEE Trans Biomed Eng· November 2024

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From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain.
Agnese Bonfigli, Luca Bacco, Mario Merone, Felice Dell'Orletta

Artif Intell Med· November 2024

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A Real-World Assessment of Stage I Lung Cancer Through Electronic Nose Technology.
Gaetano Rocco, Giorgio Pennazza, Kay See Tan, Stijn Vanstraelen, Marco Santonico, Mario Merone

J Thorac Oncol· September 2024

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Quantifying Treatments as Usual and with Technologies in Neurorehabilitation of Individuals with Spinal Cord Injury.
Federica Tamburella, Matteo Lorusso, Mario Merone, Luca Bacco, Marco Molinari

Healthcare (Basel)· September 2024

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Biodistribution Assessment of a Novel Ga-Labeled Radiopharmaceutical in a Cancer Overexpressing CCK2R Mouse Model: Conventional and Radiomics Methods for Analysis.
Anna Maria Pavone, Viviana Benfante, Paolo Giaccone, Alessandro Stefano, Filippo Torrisi, Mario Merone

Life (Basel)· March 2024

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Modeling and Validation of an Ultra-Compact Regenerative Liver Dialysis Device.
Tamara Boscarino, Leone Mazzeo, Franca Abbruzzese, Mario Merone, Vincenzo Piemonte

Bioengineering (Basel)· June 2023

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Machine learning for exploring neurophysiological functionality in multiple sclerosis based on trigeminal and hand blink reflexes.
Monica Biggio, Daniele Caligiore, Federico D'Antoni, Marco Bove, Mario Merone

Sci Rep· December 2022

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A Practical Approach to the Analysis and Optimization of Neural Networks on Embedded Systems.
Mario Merone, Alessandro Graziosi, Valerio Lapadula, Lorenzo Petrosino, Onorato d'Angelis

Sensors (Basel)· October 2022

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A multi-expert ensemble system for predicting Alzheimer transition using clinical features.
Mario Merone, Sebastian Luca D'Addario, Pierandrea Mirino, Francesca Bertino, Cecilia Guariglia

Brain Inform· September 2022

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Natural language processing in low back pain and spine diseases: A systematic review.
Luca Bacco, Fabrizio Russo, Luca Ambrosio, Federico D'Antoni, Luca Vollero, Mario Merone

Front Surg· July 2022

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Artificial Intelligence and Computer Aided Diagnosis in Chronic Low Back Pain: A Systematic Review.
Federico D'Antoni, Fabrizio Russo, Luca Ambrosio, Luca Bacco, Luca Vollero, Mario Merone

Int J Environ Res Public Health· May 2022

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Prediction of Glucose Concentration in Children with Type 1 Diabetes Using Neural Networks: An Edge Computing Application.
Federico D'Antoni, Lorenzo Petrosino, Fabiola Sgarro, Antonio Pagano, Luca Vollero, Mario Merone

Bioengineering (Basel)· April 2022

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Machine Learning analysis of high-grade serous ovarian cancer proteomic dataset reveals novel candidate biomarkers.
Federica Farinella, Mario Merone, Luca Bacco, Adriano Capirchio, Massimo Ciccozzi

Sci Rep· February 2022

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Artificial Intelligence and Computer Vision in Low Back Pain: A Systematic Review.
Federico D'Antoni, Fabrizio Russo, Luca Ambrosio, Luca Vollero, Gianluca Vadalà, Mario Merone

Int J Environ Res Public Health· October 2021

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The impact of the intestinal microbiota and the mucosal permeability on three different antibiotic drugs.
Giovanni Palombo, Mario Merone, Annamaria Altomare, Manuele Gori, Carlotta Terradura

Eur J Pharm Sci· September 2021

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Blood Glucose Level Forecasting on Type-1-Diabetes Subjects during Physical Activity: A Comparative Analysis of Different Learning Techniques.
Benedetta De Paoli, Federico D'Antoni, Mario Merone, Silvia Pieralice, Vincenzo Piemonte

Bioengineering (Basel)· May 2021

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Positive tissue transglutaminase antibodies with negative endomysial antibodies: Unresolved issues in diagnosing celiac disease.
Maria Infantino, Mario Merone, Mariangela Manfredi, Valentina Grossi, Alessandra Landini

J Immunol Methods· February 2021

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The new era of LED microscopes in immunofluorescence anti-nuclear antibody (ANA) testing.
Maria Infantino, Mariangela Manfredi, Valentina Grossi, Mario Merone, Paolo Soda

Clin Chem Lab Med· August 2020

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A computer-aided diagnosis system for HEp-2 fluorescence intensity classification.
Mario Merone, Carlo Sansone, Paolo Soda

Artif Intell Med· June 2019

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