Gabriella Balestra

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 42

Top Topics

Preventive Maintenance

Hierarchical Clustering

Top Venues

Publications

Yanhua Zhang, Gabriella Balestra, Ke Zhang, Jingyu Wang, Samanta Rosati, Valentina Giannini
MultiTrans: Multi-branch transformer network for medical image segmentation. Comput. Methods Programs Biomed. 254 (2024)
Noemi Giordano, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
Can Multi-Source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis. CinC (2023)
Giulia Nicoletti, Caterina Marchiò, Samanta Rosati, Enrico Berrino, Maria Costanza Aquilano, Emanuela Bonoldi, Gabriella Balestra, Daniele Regge, Valentina Giannini
How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology. BIBE (2023)
Noemi Giordano, Samanta Rosati, Elisa Macario, Maria Luigia Spaccapietra, Gabriella Balestra
Design of a Service for the Management of Heart Failure Patients Using Telemedicine. EFMI-STC (2023)
Samanta Rosati, Andrea Scotto, Vito Fanelli, Gabriella Balestra
Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success. MIE (2023)
Noemi Giordano, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare. Sensors 23 (13) (2023)
Jovana Panic, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati, Valentina Giannini
Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model. BIBE (2023)
Noemi Giordano, Samanta Rosati, Gabriella Balestra
Medical Device Software: From Requirements to Certification. EFMI-STC (2023)
Noemi Giordano, Gabriella Balestra, Marco Ghislieri, Marco Knaflitz, Samanta Rosati
Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography. CinC (2022)
Noemi Giordano, Samanta Rosati, Marco Knaflitz, Gabriella Balestra
Key Aspects to Teach Medical Device Software Certification. EFMI-STC (2022)
Jovana Panic, Valentina Giannini, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati
Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. MeMeA (2022)
Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini
A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. EMBC (2022)
Noemi Giordano, Samanta Rosati, Marco Knaflitz, Gabriella Balestra
Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography. MeMeA (2022)
Sara Marceglia, Gabriella Balestra, Alessio Bottrighi, Mauro Giacomini, Pierangelo Veltri, Lucia Sacchi
Developing the Digital Healthcare Workforce in Italy: The SIBIM Experience. EFMI-STC (2022)
Samanta Rosati, Noemi Giordano, Enrico Checcucci, Sabrina De Cillis, Francesco Porpiglia, Gabriella Balestra
Decision Support System for Target Prostate Biopsy Outcome Prediction: Clustering and FP-Growth Algorithm for Fuzzy Rules Extraction. SMARTERCARE@AI*IA (2021)
Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
The Effect of Number of Gait Cycles on Principal Activation Extraction. EMBC (2021)
Marica Vagni, Noemi Giordano, Gabriella Balestra, Samanta Rosati
Comparison of different similarity measures in hierarchical clustering. MeMeA (2021)
Noemi Giordano, Samanta Rosati, Federica Valeri, Alessandra Borchiellini, Gabriella Balestra
Simulation of the Impact on the Workload of the Enlargement of the Clinical Staff of a Specialistic Reference Center. MIE (2021)
Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
Influence of Gait Cycle Normalization on Principal Activations. MeMeA (2021)
Samanta Rosati, Marco Ghislieri, Gregorio Dotti, Daniele Fortunato, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index. Sensors 21 (21) (2021)
Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Lorenzo Vassallo, Daniele Regge, Gabriella Balestra, Valentina Giannini
A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. EMBC (2020)
Noemi Giordano, Samanta Rosati, Federica Valeri, Alessandra Borchiellini, Gabriella Balestra
Agent-Based Modeling and Simulation of Care Delivery for Patients with Thrombotic and Bleeding Disorders. MIE (2020)
Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. EMBC (2020)
Samanta Rosati, Pierfrancesco Franco, Christian Fiandra, Francesca Arcadipane, Patrick Silvetti, Elena Gallio, Jovana Panic, Umberto Ricardi, Gabriella Balestra
Comparison of different classifiers to recognize active bone marrow from CT images. MeMeA (2020)
Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Lorenzo Vassallo, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. MeMeA (2020)
Samanta Rosati, Federica Valeri, Alessandra Borchiellini, Claudia Maria Gianfreda, Gabriella Balestra
Characterization of Physicians Workload in a Reference Center for the Treatment of Thrombotic and Bleeding Disorders. EMBC (2019)
Samanta Rosati, Benedetta Toselli, Marco Massimo Fato, Domenico Tortora, Maria Savina Severino, Andrea Rossi, Gabriella Balestra
Pediatric Brain Tissue Segmentation from MRI using Clustering: a Preliminary Study. EMBC (2019)
Samanta Rosati, Gabriella Balestra, Daniele Fortunato, Marco Knaflitz
Lifestyle analysis of a female group of university workers: Do they reach recommended levels of physical activity? ISCT (2019)
Samanta Rosati, Gabriella Balestra, Marco Knaflitz
Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors. Sensors 18 (12) (2018)
Giuseppe De Leonardis, Samanta Rosati, Gabriella Balestra, Valentina Agostini, Elisa Panero, Laura Gastaldi, Marco Knaflitz
Human Activity Recognition by Wearable Sensors : Comparison of different classifiers for real-time applications. MeMeA (2018)
Cristina Castagneri, Valentina Agostini, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals. MeMeA (2018)
Valentina Giannini, Samanta Rosati, Cristina Castagneri, Laura Martincich, Daniele Regge, Gabriella Balestra
Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection. ISBI (2018)
Samanta Rosati, Claudia Maria Gianfreda, Gabriella Balestra, Laura Martincich, Valentina Giannini, Daniele Regge
Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy. MeMeA (2018)
Daniele Rimini, Valentina Agostini, Samanta Rosati, Cristina Castagneri, Gabriella Balestra, Marco Knaflitz
Influence of pre-processing in the extraction of muscle synergies during human locomotion. EMBC (2017)
Samanta Rosati, Maddalena Zema, Cristina Castagneri, Fulvio Marchetti, Gabriella Balestra
Modelling and analysis of four telemedicine Italian experiences. EMBC (2017)
Valentina Agostini, Samanta Rosati, Gabriella Balestra, Marco Trucco, Lorenzo Visconti, Marco Knaflitz
Estimation of joint position error. EMBC (2017)
Gian Maria Zaccaria, Samanta Rosati, Cristina Castagneri, Simone Ferrero, Marco Ladetto, Mario Boccadoro, Gabriella Balestra
Data quality improvement of a multicenter clinical trial dataset. EMBC (2017)
Valentina Agostini, Samanta Rosati, Cristina Castagneri, Gabriella Balestra, Marco Knaflitz
Clustering analysis of EMG cyclic patterns: A validation study across multiple locomotion pathologies. I2MTC (2017)
Samanta Rosati, Cristina Castagneri, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
Muscle contractions in cyclic movements: Optimization of CIMAP algorithm. EMBC (2017)
Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
Muscle activation patterns during gait: A hierarchical clustering analysis. Biomed. Signal Process. Control. 31 (2017)
Samanta Rosati, Valentina Giannini, Cristina Castagneri, Daniele Regge, Gabriella Balestra
Dataset homogeneity assessment for a prostate cancer CAD system. MeMeA (2016)
Valentina Agostini, Francesco Di Nardo, Sandro Fioretti, Laura Burattini, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
Frequency-of-occurrence of myoelectric patterns to evaluate gait motor control strategies after hip replacement surgery. EMBC (2016)
Neven Saleh, Gabriella Balestra
Comprehensive framework for preventive maintenance priority of medical equipment. EMBC (2015)
Samanta Rosati, Gabriella Balestra, Valentina Giannini, Simone Mazzetti, Filippo Russo, Daniele Regge
ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI. MeMeA (2015)
Maddalena Zema, Samanta Rosati, Virginia Gioia, Marco Knaflitz, Gabriella Balestra
Developing medical device software in compliance with regulations. EMBC (2015)
Neven Saleh, Amr A. Sharawi, Manal Abd Elwahed, Alberto Petti, Daniele Puppato, Gabriella Balestra
Preventive Maintenance Prioritization Index of Medical Equipment Using Quality Function Deployment. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Maddalena Zema, Samanta Rosati, Jonathan Eliecer Duran Carvajal, Gabriella Balestra
CPDI: An Index for measuring deviations in Clinical Pathways. EMBC (2015)
Samanta Rosati, Valentina Agostini, Gabriella Balestra, Marco Knaflitz
Basographic gait impairment score: A fuzzy classifier based on foot-floor contact parameters. MeMeA (2014)
Maddalena Zema, Gabriella Balestra, Davide Emanville, Teodoro Meloni, Salvatore Iiriti
Assessment of a telemedicine service: The experience of Valle d'Aosta. MeMeA (2014)
Samanta Rosati, Gabriella Balestra, Filippo Molinari
Dual Fuzzy-Snake model for IMT measurement in carotid ultrasound images of low- and high-risk patients. BHI (2014)
Emma Chiaramello, Valentina Agostini, Gabriella Balestra, Marco Knaflitz
Automatic classification of time-frequency plots applied to the center-of-pressure rotational components. EMBC (2013)
Samanta Rosati, Augusta Tralli, Gabriella Balestra
A Multi-Agent System for Monitoring Patient Flow. MedInfo (2013)
Samanta Rosati, Aldo Montanaro, Augusta Tralli, Gabriella Balestra
Fuzzy logic applied to a Patient Classification System. EMBC (2013)
Laura Gaetano, Gabriella Balestra
A multi agent system model for evaluating quality service of clinical engineering department. EMBC (2011)
Samanta Rosati, Filippo Molinari, Gabriella Balestra
Feature selection applied to ultrasound carotid images segmentation. EMBC (2011)
Laura Gaetano, Giacomo Di Benedetto, Andrea Tura, Gabriella Balestra, Franco M. Montevecchi, Alexandra Kautzky-Willer, Giovanni Pacini, Umberto Morbiducci
A Self-organizing map based morphological analysis of oral glucose tolerance test curves in women with gestational diabetes mellitus. MedInfo (2010)
Marco Knaflitz, Gabriella Balestra
Computer analysis of the myoelectric signal. IEEE Micro 11 (5) (1991)