Computer analysis of the myoelectric signal. - Marco Knaflitz; Gabriella Balestra (IEEE Micro, 1991)

On-line estimation of myoelectric signal spectral parameters and nonstationarities detection. - Tommaso D'Alessio; Marco Knaflitz; Gabriella Balestra; Stefano Paggi (IEEE Trans. Biomed. Eng., 1993)

A Self-organizing map based morphological analysis of oral glucose tolerance test curves in women with gestational diabetes mellitus. - Laura Gaetano; Giacomo Di Benedetto; Andrea Tura; Gabriella Balestra; Franco M. Montevecchi; Alexandra Kautzky-Willer; Giovanni Pacini; Umberto Morbiducci (MedInfo, 2010)

A multi agent system model for evaluating quality service of clinical engineering department. - Laura Gaetano; Gabriella Balestra (EMBC, 2011)

Feature selection applied to ultrasound carotid images segmentation. - Samanta Rosati; Filippo Molinari; Gabriella Balestra (EMBC, 2011)

Automatic classification of time-frequency plots applied to the center-of-pressure rotational components. - Emma Chiaramello; Valentina Agostini; Gabriella Balestra; Marco Knaflitz (EMBC, 2013)

Fuzzy logic applied to a Patient Classification System. - Samanta Rosati; Aldo Montanaro; Augusta Tralli; Gabriella Balestra (EMBC, 2013)

A Multi-Agent System for Monitoring Patient Flow. - Samanta Rosati; Augusta Tralli; Gabriella Balestra (MedInfo, 2013)

Dual Fuzzy-Snake model for IMT measurement in carotid ultrasound images of low- and high-risk patients. - Samanta Rosati; Gabriella Balestra; Filippo Molinari (BHI, 2014)

Basographic gait impairment score: A fuzzy classifier based on foot-floor contact parameters. - Samanta Rosati; Valentina Agostini; Gabriella Balestra; Marco Knaflitz (MeMeA, 2014)

Assessment of a telemedicine service: The experience of Valle d'Aosta. - Maddalena Zema; Gabriella Balestra; Davide Emanville; Teodoro Meloni; Salvatore Iiriti (MeMeA, 2014)

Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals. - Samanta Rosati; Gabriella Balestra; Filippo Molinari (Machine Learning in Healthcare Informatics, 2014)

A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation. - Samanta Rosati; Gabriella Balestra; Filippo Molinari; U. Rajendra Acharya; Jasjit S. Suri (Machine Learning in Healthcare Informatics, 2014)

Comprehensive framework for preventive maintenance priority of medical equipment. - Neven Saleh; Gabriella Balestra (EMBC, 2015)

CPDI: An Index for measuring deviations in Clinical Pathways. - Maddalena Zema; Samanta Rosati; Jonathan Eliecer Duran Carvajal; Gabriella Balestra (EMBC, 2015)

Developing medical device software in compliance with regulations. - Maddalena Zema; Samanta Rosati; Virginia Gioia; Marco Knaflitz; Gabriella Balestra (EMBC, 2015)

ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI. - Samanta Rosati; Gabriella Balestra; Valentina Giannini; Simone Mazzetti; Filippo Russo; Daniele Regge (MeMeA, 2015)

Preventive Maintenance Prioritization Index of Medical Equipment Using Quality Function Deployment. - Neven Saleh; Amr A. Sharawi; Manal Abd Elwahed; Alberto Petti; Daniele Puppato; Gabriella Balestra (IEEE J. Biomed. Health Informatics, 2015)

Frequency-of-occurrence of myoelectric patterns to evaluate gait motor control strategies after hip replacement surgery. - Valentina Agostini; Francesco Di Nardo; Sandro Fioretti; Laura Burattini; Samanta Rosati; Gabriella Balestra; Marco Knaflitz (EMBC, 2016)

Dataset homogeneity assessment for a prostate cancer CAD system. - Samanta Rosati; Valentina Giannini; Cristina Castagneri; Daniele Regge; Gabriella Balestra (MeMeA, 2016)

Estimation of joint position error. - Valentina Agostini; Samanta Rosati; Gabriella Balestra; Marco Trucco; Lorenzo Visconti; Marco Knaflitz (EMBC, 2017)

Influence of pre-processing in the extraction of muscle synergies during human locomotion. - Daniele Rimini; Valentina Agostini; Samanta Rosati; Cristina Castagneri; Gabriella Balestra; Marco Knaflitz (EMBC, 2017)

Muscle contractions in cyclic movements: Optimization of CIMAP algorithm. - Samanta Rosati; Cristina Castagneri; Valentina Agostini; Marco Knaflitz; Gabriella Balestra (EMBC, 2017)

Modelling and analysis of four telemedicine Italian experiences. - Samanta Rosati; Maddalena Zema; Cristina Castagneri; Fulvio Marchetti; Gabriella Balestra (EMBC, 2017)

Data quality improvement of a multicenter clinical trial dataset. - Gian Maria Zaccaria; Samanta Rosati; Cristina Castagneri; Simone Ferrero; Marco Ladetto; Mario Boccadoro; Gabriella Balestra (EMBC, 2017)

Clustering analysis of EMG cyclic patterns: A validation study across multiple locomotion pathologies. - Valentina Agostini; Samanta Rosati; Cristina Castagneri; Gabriella Balestra; Marco Knaflitz (I2MTC, 2017)

Muscle activation patterns during gait: A hierarchical clustering analysis. - Samanta Rosati; Valentina Agostini; Marco Knaflitz; Gabriella Balestra (Biomed. Signal Process. Control., 2017)

Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection. - Valentina Giannini; Samanta Rosati; Cristina Castagneri; Laura Martincich; Daniele Regge; Gabriella Balestra (ISBI, 2018)

Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals. - Cristina Castagneri; Valentina Agostini; Samanta Rosati; Gabriella Balestra; Marco Knaflitz (MeMeA, 2018)

Human Activity Recognition by Wearable Sensors : Comparison of different classifiers for real-time applications. - Giuseppe De Leonardis; Samanta Rosati; Gabriella Balestra; Valentina Agostini; Elisa Panero; Laura Gastaldi; Marco Knaflitz (MeMeA, 2018)

Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy. - Samanta Rosati; Claudia Maria Gianfreda; Gabriella Balestra; Laura Martincich; Valentina Giannini; Daniele Regge (MeMeA, 2018)

Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors. - Samanta Rosati; Gabriella Balestra; Marco Knaflitz (Sensors, 2018)

Pediatric Brain Tissue Segmentation from MRI using Clustering: a Preliminary Study. - Samanta Rosati; Benedetta Toselli; Marco Massimo Fato; Domenico Tortora; Maria Savina Severino; Andrea Rossi 008; Gabriella Balestra (EMBC, 2019)

Characterization of Physicians Workload in a Reference Center for the Treatment of Thrombotic and Bleeding Disorders. - Samanta Rosati; Federica Valeri; Alessandra Borchiellini; Claudia Maria Gianfreda; Gabriella Balestra (EMBC, 2019)

Lifestyle analysis of a female group of university workers: Do they reach recommended levels of physical activity? - Samanta Rosati; Gabriella Balestra; Daniele Fortunato; Marco Knaflitz (ISCT, 2019)

An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. - Valentina Giannini; Arianna Defeudis; Samanta Rosati; Giovanni Cappello; Simone Mazzetti; Jovana Panic; Daniele Regge; Gabriella Balestra (EMBC, 2020)

A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. - Jovana Panic; Arianna Defeudis; Simone Mazzetti; Samanta Rosati; Giuliana Giannetto; Lorenzo Vassallo; Daniele Regge; Gabriella Balestra; Valentina Giannini (EMBC, 2020)

Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. - Valentina Giannini; Arianna Defeudis; Samanta Rosati; Giovanni Cappello; Lorenzo Vassallo; Simone Mazzetti; Jovana Panic; Daniele Regge; Gabriella Balestra (MeMeA, 2020)

Comparison of different classifiers to recognize active bone marrow from CT images. - Samanta Rosati; Pierfrancesco Franco; Christian Fiandra; Francesca Arcadipane; Patrick Silvetti; Elena Gallio; Jovana Panic; Umberto Ricardi; Gabriella Balestra (MeMeA, 2020)

Agent-Based Modeling and Simulation of Care Delivery for Patients with Thrombotic and Bleeding Disorders. - Noemi Giordano; Samanta Rosati; Federica Valeri; Alessandra Borchiellini; Gabriella Balestra (MIE, 2020)

Decision Support System for Target Prostate Biopsy Outcome Prediction: Clustering and FP-Growth Algorithm for Fuzzy Rules Extraction. - Samanta Rosati; Noemi Giordano; Enrico Checcucci; Sabrina De Cillis; Francesco Porpiglia; Gabriella Balestra (SMARTERCARE@AI*IA, 2021)

The Effect of Number of Gait Cycles on Principal Activation Extraction. - Gregorio Dotti; Marco Ghislieri; Samanta Rosati; Valentina Agostini; Marco Knaflitz; Gabriella Balestra (EMBC, 2021)

Influence of Gait Cycle Normalization on Principal Activations. - Gregorio Dotti; Marco Ghislieri; Samanta Rosati; Valentina Agostini; Marco Knaflitz; Gabriella Balestra (MeMeA, 2021)

Comparison of different similarity measures in hierarchical clustering. - Marica Vagni; Noemi Giordano; Gabriella Balestra; Samanta Rosati (MeMeA, 2021)

Simulation of the Impact on the Workload of the Enlargement of the Clinical Staff of a Specialistic Reference Center. - Noemi Giordano; Samanta Rosati; Federica Valeri; Alessandra Borchiellini; Gabriella Balestra (MIE, 2021)

Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index. - Samanta Rosati; Marco Ghislieri; Gregorio Dotti; Daniele Fortunato; Valentina Agostini; Marco Knaflitz; Gabriella Balestra (Sensors, 2021)

Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography. - Noemi Giordano; Gabriella Balestra; Marco Ghislieri; Marco Knaflitz; Samanta Rosati (CinC, 2022)

Key Aspects to Teach Medical Device Software Certification. - Noemi Giordano; Samanta Rosati; Marco Knaflitz; Gabriella Balestra (EFMI-STC, 2022)

Developing the Digital Healthcare Workforce in Italy: The SIBIM Experience. - Sara Marceglia; Gabriella Balestra; Alessio Bottrighi; Mauro Giacomini; Pierangelo Veltri; Lucia Sacchi (EFMI-STC, 2022)

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. - Jovana Panic; Arianna Defeudis; Simone Mazzetti; Samanta Rosati; Giuliana Giannetto; Monica Micilotta; Lorenzo Vassallo; Marco Gatti; Daniele Regge; Gabriella Balestra; Valentina Giannini (EMBC, 2022)

Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography. - Noemi Giordano; Samanta Rosati; Marco Knaflitz; Gabriella Balestra (MeMeA, 2022)

Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. - Jovana Panic; Valentina Giannini; Arianna Defeudis; Daniele Regge; Gabriella Balestra; Samanta Rosati (MeMeA, 2022)

How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology. - Giulia Nicoletti; Caterina Marchiò; Samanta Rosati; Enrico Berrino; Maria Costanza Aquilano; Emanuela Bonoldi; Gabriella Balestra; Daniele Regge; Valentina Giannini (BIBE, 2023)

Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model. - Jovana Panic; Arianna Defeudis; Daniele Regge; Gabriella Balestra; Samanta Rosati; Valentina Giannini (BIBE, 2023)

Can Multi-Source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis. - Noemi Giordano; Samanta Rosati; Gabriella Balestra; Marco Knaflitz (CinC, 2023)

Medical Device Software: From Requirements to Certification. - Noemi Giordano; Samanta Rosati; Gabriella Balestra (EFMI-STC, 2023)

Design of a Service for the Management of Heart Failure Patients Using Telemedicine. - Noemi Giordano; Samanta Rosati; Elisa Macario; Maria Luigia Spaccapietra; Gabriella Balestra (EFMI-STC, 2023)

Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success. - Samanta Rosati; Andrea Scotto; Vito Fanelli; Gabriella Balestra (MIE, 2023)

A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare. - Noemi Giordano; Samanta Rosati; Gabriella Balestra; Marco Knaflitz (Sensors, 2023)

Automatic Segmentation of Multicellular Tumour Spheroids Images During Growing. - Alessandra Introvaia; Sara Muccio; Andrea Bezze; Clara Mattu; Gabriella Balestra (EFMI-STC, 2024)

Stratification of Heart Sounds Morphology Through Unsupervised Learning. - Noemi Giordano; Irene Bolognini; Marco Knaflitz; Samanta Rosati; Gabriella Balestra (MIE, 2024)

Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. - Andrea Scotto; Noemi Giordano; Samanta Rosati; Gabriella Balestra (MIE, 2024)

Personalized Detection of Motion Artifacts for Telemonitoring Applications. - Noemi Giordano; Samanta Rosati; Daniele Fortunato; Marco Knaflitz; Gabriella Balestra (pHealth, 2024)

Education in Health Informatics: Perspectives from the Italian Society for Biomedical Informatics (SIBIM). - Lucia Sacchi; Gabriella Balestra; Pierangelo Veltri; Mauro Giacomini (pHealth, 2024)

MultiTrans: Multi-branch transformer network for medical image segmentation. - Yanhua Zhang; Gabriella Balestra; Ke Zhang; Jingyu Wang; Samanta Rosati; Valentina Giannini (Comput. Methods Programs Biomed., 2024)

Usability-driven design of medical device APPs for telemonitoring of chronic patients. - Silvia Cannone; Noemi Giordano; Marco Knaflitz; Gabriella Balestra (ICHI, 2025)

Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting. - Jovana Panic; Arianna Defeudis; Lorenzo Vassallo; Stefano Cirillo; Marco Gatti; Roberto Sghedoni; Michele Avanzo; Angelo Vanzulli; Luca Sorrentino; Luca Boldrini; Huong Elena Tran; Giuditta Chiloiro; et al. (Int. J. Imaging Syst. Technol., 2025)