Mario Merone

Affiliations

Research Unit of Intelligent Technology for Health and Wellbeing, Department of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo, 21, Rome, 00128, Italy. Electronic address: m.merone@unicampus.it.

Publications (18)

From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain.

Artificial intelligence in medicine

Avec: Agnese Bonfigli , Luca Bacco , Mario Merone , Felice Dell'Orletta

Positive tissue transglutaminase antibodies with negative endomysial antibodies: Unresolved issues in diagnosing celiac disease.

Journal of immunological methods

Avec: Maria Infantino , Mario Merone , Mariangela Manfredi , Valentina Grossi , Alessandra Landini , Maria Grazia Alessio , Giulia Previtali , Maria Teresa Trevisan , Brunetta Porcelli , Martina Fabris , Donatella Macchia , Danilo Villalta , Luigi Cinquanta , Federico D'Antoni , Giulio Iannello , Paolo Soda , Nicola Bizzaro

Blood Glucose Level Forecasting on Type-1-Diabetes Subjects during Physical Activity: A Comparative Analysis of Different Learning Techniques.

Bioengineering (Basel, Switzerland)

Avec: Benedetta De Paoli , Federico D'Antoni , Mario Merone , Silvia Pieralice , Vincenzo Piemonte , Paolo Pozzilli

Machine Learning analysis of high-grade serous ovarian cancer proteomic dataset reveals novel candidate biomarkers.

Scientific reports

Avec: Federica Farinella , Mario Merone , Luca Bacco , Adriano Capirchio , Massimo Ciccozzi , Daniele Caligiore

A real-world assessment of stage I lung cancer through electronic nose technology.

Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer

Avec: Gaetano Rocco , Giorgio Pennazza , Kay See Tan , Stijn Vanstraelen , Marco Santonico , Robert J Corba , Bernard J Park , Smita Sihag , Matthew J Bott , Pierfilippo Crucitti , James M Isbell , Michelle S Ginsberg , Hallie Weiss , Raffaele Antonelli Incalzi , Panaiotis Finamore , Filippo Longo , Alessandro Zompanti , Simone Grasso , Stephen B Solomon , Alain Vincent , Alexa McKnight , Michael Cirelli , Carmela Voli , Susan Kelly , Mario Merone , Daniela Molena , Katherine Gray , James Huang , Valerie W Rusch , Manjit S Bains , Robert J Downey , Prasad S Adusumilli , David R Jones

Quantifying Treatments as Usual and with Technologies in Neurorehabilitation of Individuals with Spinal Cord Injury.

Healthcare (Basel, Switzerland)

Avec: Federica Tamburella , Matteo Lorusso , Mario Merone , Luca Bacco , Marco Molinari , Marco Tramontano , Giorgio Scivoletto , Nevio Luigi Tagliamonte

The impact of the intestinal microbiota and the mucosal permeability on three different antibiotic drugs.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences

Avec: Giovanni Palombo , Mario Merone , Annamaria Altomare , Manuele Gori , Carlotta Terradura , Luca Bacco , Federica Del Chierico , Lorenza Putignani , Michele Cicala , Michele Pier Luca Guarino , Vincenzo Piemonte

Prediction of Glucose Concentration in Children with Type 1 Diabetes Using Neural Networks: An Edge Computing Application.

Bioengineering (Basel, Switzerland)

Avec: Federico D'Antoni , Lorenzo Petrosino , Fabiola Sgarro , Antonio Pagano , Luca Vollero , Vincenzo Piemonte , Mario Merone

Combining Fiber Bragg Grating and Artificial Intelligence Technologies for Supporting Epidural Procedures.

IEEE transactions on bio-medical engineering

Avec: Martina Pulcinelli , Federico D Antoni , Daniela Lo Presti , Emiliano Schena , Massimiliano Carassiti , Francesca De Tommasi , Mario Merone

Machine learning for exploring neurophysiological functionality in multiple sclerosis based on trigeminal and hand blink reflexes.

Scientific reports

Avec: Monica Biggio , Daniele Caligiore , Federico D'Antoni , Marco Bove , Mario Merone

Artificial Intelligence and Computer Vision in Low Back Pain: A Systematic Review.

International journal of environmental research and public health

Avec: Federico D'Antoni , Fabrizio Russo , Luca Ambrosio , Luca Vollero , Gianluca Vadalà , Mario Merone , Rocco Papalia , Vincenzo Denaro

Artificial Intelligence and Computer Aided Diagnosis in Chronic Low Back Pain: A Systematic Review.

International journal of environmental research and public health

Avec: Federico D'Antoni , Fabrizio Russo , Luca Ambrosio , Luca Bacco , Luca Vollero , Gianluca Vadalà , Mario Merone , Rocco Papalia , Vincenzo Denaro

A multi-expert ensemble system for predicting Alzheimer transition using clinical features.

Brain informatics

Avec: Mario Merone , Sebastian Luca D'Addario , Pierandrea Mirino , Francesca Bertino , Cecilia Guariglia , Rossella Ventura , Adriano Capirchio , Gianluca Baldassarre , Massimo Silvetti , Daniele Caligiore

Natural language processing in low back pain and spine diseases: A systematic review.

Frontiers in surgery

Avec: Luca Bacco , Fabrizio Russo , Luca Ambrosio , Federico D'Antoni , Luca Vollero , Gianluca Vadalà , Felice Dell'Orletta , Mario Merone , Rocco Papalia , Vincenzo Denaro

A computer-aided diagnosis system for HEp-2 fluorescence intensity classification.

Artificial intelligence in medicine

Avec: Mario Merone , Carlo Sansone , Paolo Soda

A Practical Approach to the Analysis and Optimization of Neural Networks on Embedded Systems.

Sensors (Basel, Switzerland)

Avec: Mario Merone , Alessandro Graziosi , Valerio Lapadula , Lorenzo Petrosino , Onorato d'Angelis , Luca Vollero

Modeling and Validation of an Ultra-Compact Regenerative Liver Dialysis Device.

Bioengineering (Basel, Switzerland)

Avec: Tamara Boscarino , Leone Mazzeo , Franca Abbruzzese , Mario Merone , Vincenzo Piemonte

Biodistribution Assessment of a Novel

Life (Basel, Switzerland)

Avec: Anna Maria Pavone , Viviana Benfante , Paolo Giaccone , Alessandro Stefano , Filippo Torrisi , Vincenzo Russo , Davide Serafini , Selene Richiusa , Marco Pometti , Fabrizio Scopelliti , Massimo Ippolito , Antonino Giulio Giannone , Daniela Cabibi , Mattia Asti , Elisa Vettorato , Luca Morselli , Mario Merone , Marcello Lunardon , Alberto Andrighetto , Antonino Tuttolomondo , Francesco Paolo Cammarata , Marco Verona , Giovanni Marzaro , Francesca Mastrotto , Rosalba Parenti , Giorgio Russo , Albert Comelli

Réseau de co-auteurs

Federico D'Antoni 7 collaborations

Luca Bacco 6 collaborations

Luca Vollero 5 collaborations

Vincenzo Piemonte 4 collaborations

Daniele Caligiore 3 collaborations

Fabrizio Russo 3 collaborations

Luca Ambrosio 3 collaborations

Gianluca Vadalà 3 collaborations

Rocco Papalia 3 collaborations

Vincenzo Denaro 3 collaborations

Felice Dell'Orletta 2 collaborations

Paolo Soda 2 collaborations

Adriano Capirchio 2 collaborations

Lorenzo Petrosino 2 collaborations

Agnese Bonfigli 1 collaboration

Maria Infantino 1 collaboration

Mariangela Manfredi 1 collaboration

Valentina Grossi 1 collaboration

Alessandra Landini 1 collaboration

Maria Grazia Alessio 1 collaboration

Giulia Previtali 1 collaboration

Maria Teresa Trevisan 1 collaboration

Brunetta Porcelli 1 collaboration

Martina Fabris 1 collaboration

Donatella Macchia 1 collaboration

Danilo Villalta 1 collaboration

Luigi Cinquanta 1 collaboration

Giulio Iannello 1 collaboration

Nicola Bizzaro 1 collaboration

Benedetta De Paoli 1 collaboration

Silvia Pieralice 1 collaboration

Paolo Pozzilli 1 collaboration

Federica Farinella 1 collaboration

Massimo Ciccozzi 1 collaboration

Gaetano Rocco 1 collaboration

Giorgio Pennazza 1 collaboration

Kay See Tan 1 collaboration

Stijn Vanstraelen 1 collaboration

Marco Santonico 1 collaboration

Robert J Corba 1 collaboration

Bernard J Park 1 collaboration

Smita Sihag 1 collaboration

Matthew J Bott 1 collaboration

Pierfilippo Crucitti 1 collaboration

James M Isbell 1 collaboration

Michelle S Ginsberg 1 collaboration

Hallie Weiss 1 collaboration

Raffaele Antonelli Incalzi 1 collaboration

Panaiotis Finamore 1 collaboration

Filippo Longo 1 collaboration

Alessandro Zompanti 1 collaboration

Simone Grasso 1 collaboration

Stephen B Solomon 1 collaboration

Alain Vincent 1 collaboration

Alexa McKnight 1 collaboration

Michael Cirelli 1 collaboration

Carmela Voli 1 collaboration

Susan Kelly 1 collaboration

Daniela Molena 1 collaboration

Katherine Gray 1 collaboration

James Huang 1 collaboration

Valerie W Rusch 1 collaboration

Manjit S Bains 1 collaboration

Robert J Downey 1 collaboration

Prasad S Adusumilli 1 collaboration

David R Jones 1 collaboration

Federica Tamburella 1 collaboration

Matteo Lorusso 1 collaboration

Marco Molinari 1 collaboration

Marco Tramontano 1 collaboration

Giorgio Scivoletto 1 collaboration

Nevio Luigi Tagliamonte 1 collaboration

Giovanni Palombo 1 collaboration

Annamaria Altomare 1 collaboration

Manuele Gori 1 collaboration

Carlotta Terradura 1 collaboration

Federica Del Chierico 1 collaboration

Lorenza Putignani 1 collaboration

Michele Cicala 1 collaboration

Michele Pier Luca Guarino 1 collaboration

Fabiola Sgarro 1 collaboration

Antonio Pagano 1 collaboration

Martina Pulcinelli 1 collaboration

Federico D Antoni 1 collaboration

Daniela Lo Presti 1 collaboration

Emiliano Schena 1 collaboration

Massimiliano Carassiti 1 collaboration

Francesca De Tommasi 1 collaboration

Monica Biggio 1 collaboration

Marco Bove 1 collaboration

Sebastian Luca D'Addario 1 collaboration

Pierandrea Mirino 1 collaboration

Francesca Bertino 1 collaboration

Cecilia Guariglia 1 collaboration

Rossella Ventura 1 collaboration

Gianluca Baldassarre 1 collaboration

Massimo Silvetti 1 collaboration

Carlo Sansone 1 collaboration

Alessandro Graziosi 1 collaboration

Valerio Lapadula 1 collaboration

Onorato d'Angelis 1 collaboration

Tamara Boscarino 1 collaboration

Leone Mazzeo 1 collaboration

Franca Abbruzzese 1 collaboration

Anna Maria Pavone 1 collaboration

Viviana Benfante 1 collaboration

Paolo Giaccone 1 collaboration

Alessandro Stefano 1 collaboration

Filippo Torrisi 1 collaboration

Vincenzo Russo 1 collaboration

Davide Serafini 1 collaboration

Selene Richiusa 1 collaboration

Marco Pometti 1 collaboration

Fabrizio Scopelliti 1 collaboration

Massimo Ippolito 1 collaboration

Antonino Giulio Giannone 1 collaboration

Daniela Cabibi 1 collaboration

Mattia Asti 1 collaboration

Elisa Vettorato 1 collaboration

Luca Morselli 1 collaboration

Marcello Lunardon 1 collaboration

Alberto Andrighetto 1 collaboration

Antonino Tuttolomondo 1 collaboration

Francesco Paolo Cammarata 1 collaboration

Marco Verona 1 collaboration

Giovanni Marzaro 1 collaboration

Francesca Mastrotto 1 collaboration

Rosalba Parenti 1 collaboration

Giorgio Russo 1 collaboration

Albert Comelli 1 collaboration