Alfonso Mastropietro

Affiliations

Institute for Biomedical Technologies, National Research Council (ITB-CNR), Segrate (MI), Italy.

Publications (28)

The stability of oncologic MRI radiomic features and the potential role of deep learning: a review.

Physics in medicine and biology

Avec: Elisa Scalco , Giovanna Rizzo , Alfonso Mastropietro

Resting State EEG Directed Functional Connectivity Unveils Changes in Motor Network Organization in Subacute Stroke Patients After Rehabilitation.

Frontiers in physiology

Avec: Ileana Pirovano , Alfonso Mastropietro , Yuri Antonacci , Chiara Barà , Eleonora Guanziroli , Franco Molteni , Luca Faes , Giovanna Rizzo

President Obama's Humble Face: An Authentic or a Socially Desirable Posturing? A Study on Reactions to Obama's Autobiographical Self-Disclosures.

Frontiers in psychology

Avec: Alessia Mastropietro , Peter Bull , Francesca D'Errico , Isora Sessa , Stefano Migliorisi , Giovanna Leone

Comparison between directed causal flow metrics for the assessment of resting-state EEG motor network connectivity in subacute stroke patients.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: I Pirovano , A Mastropietro , E Guanziroli , F Molteni , L Faes , G Rizzo

Combined Use of EMG and EEG Techniques for Neuromotor Assessment in Rehabilitative Applications: A Systematic Review.

Sensors (Basel, Switzerland)

Avec: Cristina Brambilla , Ileana Pirovano , Robert Mihai Mira , Giovanna Rizzo , Alessandro Scano , Alfonso Mastropietro

A supervised deep neural network approach with standardized targets for enhanced accuracy of IVIM parameter estimation from multi-SNR images.

NMR in biomedicine

Avec: Alfonso Mastropietro , Daniel Procissi , Elisa Scalco , Giovanna Rizzo , Nicola Bertolino

The quantification of IntraVoxel incoherent motion - MRI maps cannot preserve texture information: An evaluation based on simulated and in-vivo images.

Computers in biology and medicine

Avec: Elisa Scalco , Giovanna Rizzo , Alfonso Mastropietro

A new Probabilistic Active Contour region-based method for multiclass medical image segmentation.

Medical & biological engineering & computing

Avec: Edgar R Arce-Santana , Aldo R Mejia-Rodriguez , Enrique Martinez-Peña , Alfonso Alba , Martin Mendez , Elisa Scalco , Alfonso Mastropietro , Giovanna Rizzo

A Multi-Variate framework to assess reliability and discrimination power of Bayesian estimation of Intravoxel Incoherent Motion parameters.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Avec: E Scalco , A Mastropietro , A Bodini , S Marzi , G Rizzo

Biomedical Sensors for Functional Mapping: Techniques, Methods, Experimental and Medical Applications.

Sensors (Basel, Switzerland)

Avec: Alfonso Mastropietro , Massimo Walter Rivolta , Alessandro Scano

Rehabilitation Modulates High-Order Interactions Among Large-Scale Brain Networks in Subacute Stroke.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Avec: I Pirovano , Y Antonacci , A Mastropietro , C Bara , L Sparacino , E Guanziroli , F Molteni , M Tettamanti , L Faes , G Rizzo

Positional contrastive learning for improved thigh muscle segmentation in MR images.

NMR in biomedicine

Avec: Nicola Casali , Elisa Scalco , Maria Giovanna Taccogna , Fulvio Lauretani , Simone Porcelli , Andrea Ciuni , Alfonso Mastropietro , Giovanna Rizzo

Microstructural characterization of corticospinal tract in subacute and chronic stroke patients with distal lesions by means of advanced diffusion MRI.

Neuroradiology

Avec: Alfonso Mastropietro , Giovanna Rizzo , Lucia Fontana , Matteo Figini , Bruno Bernardini , Laura Straffi , Simona Marcheselli , Sara Ghirmai , Nunzio Paolo Nuzzi , Maria Luisa Malosio , Marco Grimaldi

"Hi This Is NESTORE, Your Personal Assistant": Design of an Integrated IoT System for a Personalized Coach for Healthy Aging.

Frontiers in digital health

Avec: Filippo Palumbo , Antonino Crivello , Francesco Furfari , Michele Girolami , Alfonso Mastropietro , Giorgio Manferdelli , Christina Röcke , Sabrina Guye , Antoni Salvá Casanovas , Maurizio Caon , Francesco Carrino , Omar Abou Khaled , Elena Mugellini , Enrico Denna , Marco Mauri , David Ward , Paula Subías-Beltrán , Silvia Orte , Ciprian Candea , Gabriela Candea , Giovanna Rizzo

Network Proximity-Based Drug Repurposing Strategy for Early and Late Stages of Primary Biliary Cholangitis.

Biomedicines

Avec: Endrit Shahini , Giuseppe Pasculli , Andrea Mastropietro , Paola Stolfi , Paolo Tieri , Davide Vergni , Raffaele Cozzolongo , Francesco Pesce , Gianluigi Giannelli

Reliability of Mental Workload Index Assessed by EEG with Different Electrode Configurations and Signal Pre-Processing Pipelines.

Sensors (Basel, Switzerland)

Avec: Alfonso Mastropietro , Ileana Pirovano , Alessio Marciano , Simone Porcelli , Giovanna Rizzo

A Narrative Review on Multi-Domain Instrumental Approaches to Evaluate Neuromotor Function in Rehabilitation.

Healthcare (Basel, Switzerland)

Avec: Alessandro Scano , Eleonora Guanziroli , Cristina Brambilla , Caterina Amendola , Ileana Pirovano , Giulio Gasperini , Franco Molteni , Lorenzo Spinelli , Lorenzo Molinari Tosatti , Giovanna Rizzo , Rebecca Re , Alfonso Mastropietro

Calculation of exact Shapley values for explaining support vector machine models using the radial basis function kernel.

Scientific reports

Avec: Andrea Mastropietro , Christian Feldmann , Jürgen Bajorath

Protocol to explain support vector machine predictions via exact Shapley value computation.

STAR protocols

Avec: Andrea Mastropietro , Jürgen Bajorath

A novel bayesian approach with conditional autoregressive specification for intravoxel incoherent motion diffusion-weighted MRI.

NMR in biomedicine

Avec: Ettore Lanzarone , Alfonso Mastropietro , Elisa Scalco , Antonello Vidiri , Giovanna Rizzo

Diagnostic and infection control strategies for Clostridioides difficile infections in a setting of high antimicrobial resistance prevalence.

Le infezioni in medicina

Avec: Lorenzo Bertolino , Fabian Patauner , Massimo Gagliardi , Fabiana D'Amico , Valeria Crivaro , Mariano Bernardo , Isabella Scherillo , Filomena Bellitti , Caterina Cusano , Rita Greco , Vittorio Panetta , Adriana Durante , Alfonsina Di Caterino , Angelo Frieri , Grazia Cioffi , Maria Nappo , Mariano Corrado , Michele Lanzieri , Paola Sabatini , Roberto Bettelli , Rita Dello Russo , Maria Luisa Taddeo , Rosalba Petrone , Maria Giovanna Di Sevo , Mariateresa Iannuzzo , Mario Iervolino , Raffaella Buonocore , Federica D'Agostino , Michele Gambardella , Antonio De Martino , Silvano Spagnuolo , Marina Savarese , Sabina Sole , Carmela Russo , Erminia Agozzino , Massimiliano Galdiero , Rosa Martino , Rosa Calemma , Antonio Sciambra , Cristina Aprea , Diego Colaccio , Pasquale Di Guida , Michele Venditti , Emma Montella , Francesco Guerriero , Rita Perrotta , Umberto Di Filippo , Angelo Pizza , Antonietta Di Fronzo , Anna Lombardi , Luigi Capuano , Andrea De Stefano , Angela Mastropietro , Matilde Mastro , Romolo Loffreda , Luigi Maccarone , Amelia Di Tora , Savino Oto , Carminantonio Tammaro , Antonio Claudio Mondelli , Maria Ruocco , Biagio Ferraro , Alfonso Petrosino , Silvia S A Presta , Emanuele Durante Mangoni

T2w-MRI signal normalization affects radiomics features reproducibility.

Medical physics

Avec: Elisa Scalco , Antonella Belfatto , Alfonso Mastropietro , Tiziana Rancati , Barbara Avuzzi , Antonella Messina , Riccardo Valdagni , Giovanna Rizzo

A Novel Approach for Segment-Length Selection Based on Stationarity to Perform Effective Connectivity Analysis Applied to Resting-State EEG Signals.

Sensors (Basel, Switzerland)

Avec: Leonardo Góngora , Alessia Paglialonga , Alfonso Mastropietro , Giovanna Rizzo , Riccardo Barbieri

EdgeSHAPer: Bond-centric Shapley value-based explanation method for graph neural networks.

iScience

Avec: Andrea Mastropietro , Giuseppe Pasculli , Christian Feldmann , Raquel Rodríguez-Pérez , Jürgen Bajorath

XGDAG: explainable gene-disease associations via graph neural networks.

Bioinformatics (Oxford, England)

Avec: Andrea Mastropietro , Gianluca De Carlo , Aris Anagnostopoulos

NIAPU: network-informed adaptive positive-unlabeled learning for disease gene identification.

Bioinformatics (Oxford, England)

Avec: Paola Stolfi , Andrea Mastropietro , Giuseppe Pasculli , Paolo Tieri , Davide Vergni

Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach.

STAR protocols

Avec: Andrea Mastropietro , Giuseppe Pasculli , Jürgen Bajorath

Classification of Muscular Dystrophies from MR Images Improves Using the Swin Transformer Deep Learning Model.

Bioengineering (Basel, Switzerland)

Avec: Alfonso Mastropietro , Nicola Casali , Maria Giovanna Taccogna , Maria Grazia D'Angelo , Giovanna Rizzo , Denis Peruzzo

Réseau de co-auteurs

Giovanna Rizzo 15 collaborations

Elisa Scalco 7 collaborations

Andrea Mastropietro 7 collaborations

Ileana Pirovano 4 collaborations

Giuseppe Pasculli 4 collaborations

Jürgen Bajorath 4 collaborations

A Mastropietro 3 collaborations

G Rizzo 3 collaborations

Alessandro Scano 3 collaborations

Eleonora Guanziroli 2 collaborations

Franco Molteni 2 collaborations

I Pirovano 2 collaborations

E Guanziroli 2 collaborations

F Molteni 2 collaborations

L Faes 2 collaborations

Cristina Brambilla 2 collaborations

Nicola Casali 2 collaborations

Maria Giovanna Taccogna 2 collaborations

Simone Porcelli 2 collaborations

Paola Stolfi 2 collaborations

Paolo Tieri 2 collaborations

Davide Vergni 2 collaborations

Christian Feldmann 2 collaborations

Yuri Antonacci 1 collaboration

Chiara Barà 1 collaboration

Luca Faes 1 collaboration

Alessia Mastropietro 1 collaboration

Peter Bull 1 collaboration

Francesca D'Errico 1 collaboration

Isora Sessa 1 collaboration

Stefano Migliorisi 1 collaboration

Giovanna Leone 1 collaboration

Robert Mihai Mira 1 collaboration

Daniel Procissi 1 collaboration

Nicola Bertolino 1 collaboration

Edgar R Arce-Santana 1 collaboration

Aldo R Mejia-Rodriguez 1 collaboration

Enrique Martinez-Peña 1 collaboration

Alfonso Alba 1 collaboration

Martin Mendez 1 collaboration

E Scalco 1 collaboration

A Bodini 1 collaboration

S Marzi 1 collaboration

Massimo Walter Rivolta 1 collaboration

Y Antonacci 1 collaboration

C Bara 1 collaboration

L Sparacino 1 collaboration

M Tettamanti 1 collaboration

Fulvio Lauretani 1 collaboration

Andrea Ciuni 1 collaboration

Lucia Fontana 1 collaboration

Matteo Figini 1 collaboration

Bruno Bernardini 1 collaboration

Laura Straffi 1 collaboration

Simona Marcheselli 1 collaboration

Sara Ghirmai 1 collaboration

Nunzio Paolo Nuzzi 1 collaboration

Maria Luisa Malosio 1 collaboration

Marco Grimaldi 1 collaboration

Filippo Palumbo 1 collaboration

Antonino Crivello 1 collaboration

Francesco Furfari 1 collaboration

Michele Girolami 1 collaboration

Giorgio Manferdelli 1 collaboration

Christina Röcke 1 collaboration

Sabrina Guye 1 collaboration

Antoni Salvá Casanovas 1 collaboration

Maurizio Caon 1 collaboration

Francesco Carrino 1 collaboration

Omar Abou Khaled 1 collaboration

Elena Mugellini 1 collaboration

Enrico Denna 1 collaboration

Marco Mauri 1 collaboration

David Ward 1 collaboration

Paula Subías-Beltrán 1 collaboration

Silvia Orte 1 collaboration

Ciprian Candea 1 collaboration

Gabriela Candea 1 collaboration

Endrit Shahini 1 collaboration

Raffaele Cozzolongo 1 collaboration

Francesco Pesce 1 collaboration

Gianluigi Giannelli 1 collaboration

Alessio Marciano 1 collaboration

Caterina Amendola 1 collaboration

Giulio Gasperini 1 collaboration

Lorenzo Spinelli 1 collaboration

Lorenzo Molinari Tosatti 1 collaboration

Rebecca Re 1 collaboration

Ettore Lanzarone 1 collaboration

Antonello Vidiri 1 collaboration

Lorenzo Bertolino 1 collaboration

Fabian Patauner 1 collaboration

Massimo Gagliardi 1 collaboration

Fabiana D'Amico 1 collaboration

Valeria Crivaro 1 collaboration

Mariano Bernardo 1 collaboration

Isabella Scherillo 1 collaboration

Filomena Bellitti 1 collaboration

Caterina Cusano 1 collaboration

Rita Greco 1 collaboration

Vittorio Panetta 1 collaboration

Adriana Durante 1 collaboration

Alfonsina Di Caterino 1 collaboration

Angelo Frieri 1 collaboration

Grazia Cioffi 1 collaboration

Maria Nappo 1 collaboration

Mariano Corrado 1 collaboration

Michele Lanzieri 1 collaboration

Paola Sabatini 1 collaboration

Roberto Bettelli 1 collaboration

Rita Dello Russo 1 collaboration

Maria Luisa Taddeo 1 collaboration

Rosalba Petrone 1 collaboration

Maria Giovanna Di Sevo 1 collaboration

Mariateresa Iannuzzo 1 collaboration

Mario Iervolino 1 collaboration

Raffaella Buonocore 1 collaboration

Federica D'Agostino 1 collaboration

Michele Gambardella 1 collaboration

Antonio De Martino 1 collaboration

Silvano Spagnuolo 1 collaboration

Marina Savarese 1 collaboration

Sabina Sole 1 collaboration

Carmela Russo 1 collaboration

Erminia Agozzino 1 collaboration

Massimiliano Galdiero 1 collaboration

Rosa Martino 1 collaboration

Rosa Calemma 1 collaboration

Antonio Sciambra 1 collaboration

Cristina Aprea 1 collaboration

Diego Colaccio 1 collaboration

Pasquale Di Guida 1 collaboration

Michele Venditti 1 collaboration

Emma Montella 1 collaboration

Francesco Guerriero 1 collaboration

Rita Perrotta 1 collaboration

Umberto Di Filippo 1 collaboration

Angelo Pizza 1 collaboration

Antonietta Di Fronzo 1 collaboration

Anna Lombardi 1 collaboration

Luigi Capuano 1 collaboration

Andrea De Stefano 1 collaboration

Angela Mastropietro 1 collaboration

Matilde Mastro 1 collaboration

Romolo Loffreda 1 collaboration

Luigi Maccarone 1 collaboration

Amelia Di Tora 1 collaboration

Savino Oto 1 collaboration

Carminantonio Tammaro 1 collaboration

Antonio Claudio Mondelli 1 collaboration

Maria Ruocco 1 collaboration

Biagio Ferraro 1 collaboration

Alfonso Petrosino 1 collaboration

Silvia S A Presta 1 collaboration

Emanuele Durante Mangoni 1 collaboration

Antonella Belfatto 1 collaboration

Tiziana Rancati 1 collaboration

Barbara Avuzzi 1 collaboration

Antonella Messina 1 collaboration

Riccardo Valdagni 1 collaboration

Leonardo Góngora 1 collaboration

Alessia Paglialonga 1 collaboration

Riccardo Barbieri 1 collaboration

Raquel Rodríguez-Pérez 1 collaboration

Gianluca De Carlo 1 collaboration

Aris Anagnostopoulos 1 collaboration

Maria Grazia D'Angelo 1 collaboration

Denis Peruzzo 1 collaboration