Gabriella Balestra

68 papers C 2Journal 9Unranked 54

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rectal Cancer Segmentation: A Methodical Approach for Generalizable Deep Learning in a Multi-Center Setting. Int. J. Imaging Syst. Technol. 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, Giuseppe Roberto D'Agostino, Enrico Menghi, Roberta Fusco, Antonella Petrillo, Vincenza Granata, Martina Mori, Claudio Fiorino, Barbara Alicja Jereczek-Fossa, Marianna Alessandra Gerardi, Serena Dell'Aversana, Antonio Esposito, Daniele Regge, Samanta Rosati, Gabriella Balestra, Valentina Giannini
2025	—	`conf`	Usability-driven design of medical device APPs for telemonitoring of chronic patients. ICHI Silvia Cannone, Noemi Giordano, Marco Knaflitz, Gabriella Balestra
2024	—	`conf`	Automatic Segmentation of Multicellular Tumour Spheroids Images During Growing. EFMI-STC Alessandra Introvaia, Sara Muccio, Andrea Bezze, Clara Mattu, Gabriella Balestra
2024	—	`conf`	Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. MIE Andrea Scotto, Noemi Giordano, Samanta Rosati, Gabriella Balestra
2024	—	`conf`	Education in Health Informatics: Perspectives from the Italian Society for Biomedical Informatics (SIBIM). pHealth Lucia Sacchi, Gabriella Balestra, Pierangelo Veltri, Mauro Giacomini
2024	J	`jnl`	MultiTrans: Multi-branch transformer network for medical image segmentation. Comput. Methods Programs Biomed. Yanhua Zhang, Gabriella Balestra, Ke Zhang, Jingyu Wang, Samanta Rosati, Valentina Giannini
2024	—	`conf`	Personalized Detection of Motion Artifacts for Telemonitoring Applications. pHealth Noemi Giordano, Samanta Rosati, Daniele Fortunato, Marco Knaflitz, Gabriella Balestra
2024	—	`conf`	Stratification of Heart Sounds Morphology Through Unsupervised Learning. MIE Noemi Giordano, Irene Bolognini, Marco Knaflitz, Samanta Rosati, Gabriella Balestra
2023	J	`jnl`	A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare. Sensors Noemi Giordano, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
2023	—	`conf`	Can Multi-Source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis. CinC Noemi Giordano, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
2023	C	`conf`	Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model. BIBE Jovana Panic, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati, Valentina Giannini
2023	—	`conf`	Design of a Service for the Management of Heart Failure Patients Using Telemedicine. EFMI-STC Noemi Giordano, Samanta Rosati, Elisa Macario, Maria Luigia Spaccapietra, Gabriella Balestra
2023	—	`conf`	Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success. MIE Samanta Rosati, Andrea Scotto, Vito Fanelli, Gabriella Balestra
2023	C	`conf`	How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology. BIBE Giulia Nicoletti, Caterina Marchiò, Samanta Rosati, Enrico Berrino, Maria Costanza Aquilano, Emanuela Bonoldi, Gabriella Balestra, Daniele Regge, Valentina Giannini
2023	—	`conf`	Medical Device Software: From Requirements to Certification. EFMI-STC Noemi Giordano, Samanta Rosati, Gabriella Balestra
2023	—	`ed.`	Telehealth Ecosystems in Practice - Proceedings of the EFMI Special Topic Conference 2023, EFMI-STC 2023, Turin, Italy, 25 - 27 October 2023. EFMI-STC Mauro Giacomini, Lacramioara Stoicu-Tivadar, Gabriella Balestra, Arriel Benis, Stefano Bonacina, Alessio Bottrighi, Thomas M. Deserno, Parisis Gallos, Lenka Lhotská, Sara Marceglia, Alejandro C. Pazos Sierra, Samanta Rosati, Lucia Sacchi
2022	—	`conf`	A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study. EMBC Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Monica Micilotta, Lorenzo Vassallo, Marco Gatti, Daniele Regge, Gabriella Balestra, Valentina Giannini
2022	—	`conf`	Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography. CinC Noemi Giordano, Gabriella Balestra, Marco Ghislieri, Marco Knaflitz, Samanta Rosati
2022	—	`conf`	Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography. MeMeA Noemi Giordano, Samanta Rosati, Marco Knaflitz, Gabriella Balestra
2022	—	`conf`	Developing the Digital Healthcare Workforce in Italy: The SIBIM Experience. EFMI-STC Sara Marceglia, Gabriella Balestra, Alessio Bottrighi, Mauro Giacomini, Pierangelo Veltri, Lucia Sacchi
2022	—	`conf`	Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images. MeMeA Jovana Panic, Valentina Giannini, Arianna Defeudis, Daniele Regge, Gabriella Balestra, Samanta Rosati
2022	—	`conf`	Key Aspects to Teach Medical Device Software Certification. EFMI-STC Noemi Giordano, Samanta Rosati, Marco Knaflitz, Gabriella Balestra
2021	—	`conf`	Comparison of different similarity measures in hierarchical clustering. MeMeA Marica Vagni, Noemi Giordano, Gabriella Balestra, Samanta Rosati
2021	—	`conf`	Decision Support System for Target Prostate Biopsy Outcome Prediction: Clustering and FP-Growth Algorithm for Fuzzy Rules Extraction. SMARTERCARE@AI*IA Samanta Rosati, Noemi Giordano, Enrico Checcucci, Sabrina De Cillis, Francesco Porpiglia, Gabriella Balestra
2021	J	`jnl`	Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index. Sensors Samanta Rosati, Marco Ghislieri, Gregorio Dotti, Daniele Fortunato, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
2021	—	`conf`	Influence of Gait Cycle Normalization on Principal Activations. MeMeA Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
2021	—	`conf`	Simulation of the Impact on the Workload of the Enlargement of the Clinical Staff of a Specialistic Reference Center. MIE Noemi Giordano, Samanta Rosati, Federica Valeri, Alessandra Borchiellini, Gabriella Balestra
2021	—	`conf`	The Effect of Number of Gait Cycles on Principal Activation Extraction. EMBC Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
2020	—	`conf`	A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images. EMBC Jovana Panic, Arianna Defeudis, Simone Mazzetti, Samanta Rosati, Giuliana Giannetto, Lorenzo Vassallo, Daniele Regge, Gabriella Balestra, Valentina Giannini
2020	—	`conf`	Agent-Based Modeling and Simulation of Care Delivery for Patients with Thrombotic and Bleeding Disorders. MIE Noemi Giordano, Samanta Rosati, Federica Valeri, Alessandra Borchiellini, Gabriella Balestra
2020	—	`conf`	An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images. EMBC Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
2020	—	`conf`	Comparison of different classifiers to recognize active bone marrow from CT images. MeMeA Samanta Rosati, Pierfrancesco Franco, Christian Fiandra, Francesca Arcadipane, Patrick Silvetti, Elena Gallio, Jovana Panic, Umberto Ricardi, Gabriella Balestra
2020	—	`conf`	Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy. MeMeA Valentina Giannini, Arianna Defeudis, Samanta Rosati, Giovanni Cappello, Lorenzo Vassallo, Simone Mazzetti, Jovana Panic, Daniele Regge, Gabriella Balestra
2019	—	`conf`	Characterization of Physicians Workload in a Reference Center for the Treatment of Thrombotic and Bleeding Disorders. EMBC Samanta Rosati, Federica Valeri, Alessandra Borchiellini, Claudia Maria Gianfreda, Gabriella Balestra
2019	—	`conf`	Lifestyle analysis of a female group of university workers: Do they reach recommended levels of physical activity? ISCT Samanta Rosati, Gabriella Balestra, Daniele Fortunato, Marco Knaflitz
2019	—	`conf`	Pediatric Brain Tissue Segmentation from MRI using Clustering: a Preliminary Study. EMBC Samanta Rosati, Benedetta Toselli, Marco Massimo Fato, Domenico Tortora, Maria Savina Severino, Andrea Rossi, Gabriella Balestra
2018	J	`jnl`	Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors. Sensors Samanta Rosati, Gabriella Balestra, Marco Knaflitz
2018	—	`conf`	Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy. MeMeA Samanta Rosati, Claudia Maria Gianfreda, Gabriella Balestra, Laura Martincich, Valentina Giannini, Daniele Regge
2018	—	`conf`	Human Activity Recognition by Wearable Sensors : Comparison of different classifiers for real-time applications. MeMeA Giuseppe De Leonardis, Samanta Rosati, Gabriella Balestra, Valentina Agostini, Elisa Panero, Laura Gastaldi, Marco Knaflitz
2018	—	`conf`	Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals. MeMeA Cristina Castagneri, Valentina Agostini, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
2018	—	`conf`	Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection. ISBI Valentina Giannini, Samanta Rosati, Cristina Castagneri, Laura Martincich, Daniele Regge, Gabriella Balestra
2017	—	`conf`	Clustering analysis of EMG cyclic patterns: A validation study across multiple locomotion pathologies. I2MTC Valentina Agostini, Samanta Rosati, Cristina Castagneri, Gabriella Balestra, Marco Knaflitz
2017	—	`conf`	Data quality improvement of a multicenter clinical trial dataset. EMBC Gian Maria Zaccaria, Samanta Rosati, Cristina Castagneri, Simone Ferrero, Marco Ladetto, Mario Boccadoro, Gabriella Balestra
2017	—	`conf`	Estimation of joint position error. EMBC Valentina Agostini, Samanta Rosati, Gabriella Balestra, Marco Trucco, Lorenzo Visconti, Marco Knaflitz
2017	—	`conf`	Influence of pre-processing in the extraction of muscle synergies during human locomotion. EMBC Daniele Rimini, Valentina Agostini, Samanta Rosati, Cristina Castagneri, Gabriella Balestra, Marco Knaflitz
2017	—	`conf`	Modelling and analysis of four telemedicine Italian experiences. EMBC Samanta Rosati, Maddalena Zema, Cristina Castagneri, Fulvio Marchetti, Gabriella Balestra
2017	J	`jnl`	Muscle activation patterns during gait: A hierarchical clustering analysis. Biomed. Signal Process. Control. Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
2017	—	`conf`	Muscle contractions in cyclic movements: Optimization of CIMAP algorithm. EMBC Samanta Rosati, Cristina Castagneri, Valentina Agostini, Marco Knaflitz, Gabriella Balestra
2016	—	`conf`	Dataset homogeneity assessment for a prostate cancer CAD system. MeMeA Samanta Rosati, Valentina Giannini, Cristina Castagneri, Daniele Regge, Gabriella Balestra
2016	—	`conf`	Frequency-of-occurrence of myoelectric patterns to evaluate gait motor control strategies after hip replacement surgery. EMBC Valentina Agostini, Francesco Di Nardo, Sandro Fioretti, Laura Burattini, Samanta Rosati, Gabriella Balestra, Marco Knaflitz
2015	—	`conf`	CPDI: An Index for measuring deviations in Clinical Pathways. EMBC Maddalena Zema, Samanta Rosati, Jonathan Eliecer Duran Carvajal, Gabriella Balestra
2015	—	`conf`	ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI. MeMeA Samanta Rosati, Gabriella Balestra, Valentina Giannini, Simone Mazzetti, Filippo Russo, Daniele Regge
2015	—	`conf`	Comprehensive framework for preventive maintenance priority of medical equipment. EMBC Neven Saleh, Gabriella Balestra
2015	—	`conf`	Developing medical device software in compliance with regulations. EMBC Maddalena Zema, Samanta Rosati, Virginia Gioia, Marco Knaflitz, Gabriella Balestra
2015	J	`jnl`	Preventive Maintenance Prioritization Index of Medical Equipment Using Quality Function Deployment. IEEE J. Biomed. Health Informatics Neven Saleh, Amr A. Sharawi, Manal Abd Elwahed, Alberto Petti, Daniele Puppato, Gabriella Balestra
2014	—	`ch.`	A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation. Machine Learning in Healthcare Informatics Samanta Rosati, Gabriella Balestra, Filippo Molinari, U. Rajendra Acharya, Jasjit S. Suri
2014	—	`conf`	Assessment of a telemedicine service: The experience of Valle d'Aosta. MeMeA Maddalena Zema, Gabriella Balestra, Davide Emanville, Teodoro Meloni, Salvatore Iiriti
2014	—	`conf`	Basographic gait impairment score: A fuzzy classifier based on foot-floor contact parameters. MeMeA Samanta Rosati, Valentina Agostini, Gabriella Balestra, Marco Knaflitz
2014	—	`conf`	Dual Fuzzy-Snake model for IMT measurement in carotid ultrasound images of low- and high-risk patients. BHI Samanta Rosati, Gabriella Balestra, Filippo Molinari
2014	—	`ch.`	Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals. Machine Learning in Healthcare Informatics Samanta Rosati, Gabriella Balestra, Filippo Molinari
2013	—	`conf`	A Multi-Agent System for Monitoring Patient Flow. MedInfo Samanta Rosati, Augusta Tralli, Gabriella Balestra
2013	—	`conf`	Automatic classification of time-frequency plots applied to the center-of-pressure rotational components. EMBC Emma Chiaramello, Valentina Agostini, Gabriella Balestra, Marco Knaflitz
2013	—	`conf`	Fuzzy logic applied to a Patient Classification System. EMBC Samanta Rosati, Aldo Montanaro, Augusta Tralli, Gabriella Balestra
2011	—	`conf`	A multi agent system model for evaluating quality service of clinical engineering department. EMBC Laura Gaetano, Gabriella Balestra
2011	—	`conf`	Feature selection applied to ultrasound carotid images segmentation. EMBC Samanta Rosati, Filippo Molinari, Gabriella Balestra
2010	—	`conf`	A Self-organizing map based morphological analysis of oral glucose tolerance test curves in women with gestational diabetes mellitus. MedInfo Laura Gaetano, Giacomo Di Benedetto, Andrea Tura, Gabriella Balestra, Franco M. Montevecchi, Alexandra Kautzky-Willer, Giovanni Pacini, Umberto Morbiducci
1993	J	`jnl`	On-line estimation of myoelectric signal spectral parameters and nonstationarities detection. IEEE Trans. Biomed. Eng. Tommaso D'Alessio, Marco Knaflitz, Gabriella Balestra, Stefano Paggi
1991	J	`jnl`	Computer analysis of the myoelectric signal. IEEE Micro Marco Knaflitz, Gabriella Balestra