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2020 – today
- 2024
[j7]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: 108280 (2024)- [c47]Andrea Scotto, Noemi Giordano, Samanta Rosati, Gabriella Balestra:
Design of a Digital Twin of the Heart for the Management of Heart Failure Patients. MIE 2024: 875-876 - [c46]Noemi Giordano, Irene Bolognini, Marco Knaflitz, Samanta Rosati, Gabriella Balestra:
Stratification of Heart Sounds Morphology Through Unsupervised Learning. MIE 2024: 889-893 - [c45]Noemi Giordano, Samanta Rosati, Daniele Fortunato, Marco Knaflitz, Gabriella Balestra:
Personalized Detection of Motion Artifacts for Telemonitoring Applications. pHealth 2024: 155-159 - 2023
- [j6]Noemi Giordano, Samanta Rosati, Gabriella Balestra, Marco Knaflitz:
A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare. Sensors 23(13): 6241 (2023) - [c44]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: 333-337 - [c43]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: 393-396 - [c42]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: 1-4 - [c41]Noemi Giordano, Samanta Rosati, Gabriella Balestra:
Medical Device Software: From Requirements to Certification. EFMI-STC 2023: 139-140 - [c40]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: 160-164 - [c39]Samanta Rosati, Andrea Scotto, Vito Fanelli, Gabriella Balestra:
Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success. MIE 2023: 566-570 - [e1]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:
Telehealth Ecosystems in Practice - Proceedings of the EFMI Special Topic Conference 2023, EFMI-STC 2023, Turin, Italy, 25 - 27 October 2023. Studies in Health Technology and Informatics 309, IOS Press 2023, ISBN 978-1-64368-450-5 [contents] - 2022
- [c38]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: 1-4 - [c37]Noemi Giordano, Samanta Rosati, Marco Knaflitz, Gabriella Balestra:
Key Aspects to Teach Medical Device Software Certification. EFMI-STC 2022: 159-160 - [c36]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: 5066-5069 - [c35]Noemi Giordano, Samanta Rosati, Marco Knaflitz, Gabriella Balestra:
Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography. MeMeA 2022: 1-6 - [c34]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: 1-6 - 2021
- [j5]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): 7186 (2021) - [j4]Noemi Giordano, Samanta Rosati, Marco Knaflitz:
Automated Assessment of the Quality of Phonocardographic Recordings through Signal-to-Noise Ratio for Home Monitoring Applications. Sensors 21(21): 7246 (2021) - [c33]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: 85-90 - [c32]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: 985-988 - [c31]Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra:
Influence of Gait Cycle Normalization on Principal Activations. MeMeA 2021: 1-5 - [c30]Marica Vagni, Noemi Giordano, Gabriella Balestra, Samanta Rosati:
Comparison of different similarity measures in hierarchical clustering. MeMeA 2021: 1-6 - [c29]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: 605-609 - 2020
- [c28]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: 1339-1342 - [c27]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: 1675-1678 - [c26]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: 1-5 - [c25]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: 1-5 - [c24]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: 1193-1194
2010 – 2019
- 2019
- [c23]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: 1359-1362 - [c22]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: 6557-6560 - [c21]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: 225-228 - 2018
- [j3]Samanta Rosati, Gabriella Balestra, Marco Knaflitz:
Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors. Sensors 18(12): 4189 (2018) - [c20]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: 285-288 - [c19]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: 1-5 - [c18]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: 1-6 - [c17]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: 1-5 - 2017
- [j2]Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra:
Muscle activation patterns during gait: A hierarchical clustering analysis. Biomed. Signal Process. Control. 31: 463-469 (2017) - [c16]Samanta Rosati, Cristina Castagneri, Valentina Agostini, Marco Knaflitz, Gabriella Balestra:
Muscle contractions in cyclic movements: Optimization of CIMAP algorithm. EMBC 2017: 58-61 - [c15]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: 1190-1193 - [c14]Valentina Agostini, Samanta Rosati, Gabriella Balestra, Marco Trucco, Lorenzo Visconti, Marco Knaflitz:
Estimation of joint position error. EMBC 2017: 2474-2477 - [c13]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: 2502-2505 - [c12]Samanta Rosati, Maddalena Zema, Cristina Castagneri, Fulvio Marchetti, Gabriella Balestra:
Modelling and analysis of four telemedicine Italian experiences. EMBC 2017: 2634-2637 - [c11]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: 1-5 - 2016
- [c10]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: 387-390 - [c9]Samanta Rosati, Valentina Giannini, Cristina Castagneri, Daniele Regge, Gabriella Balestra:
Dataset homogeneity assessment for a prostate cancer CAD system. MeMeA 2016: 1-7 - 2015
- [b1]Samanta Rosati:
Non-Linear Feature Selection for Biomedical Data Interpretation. Polytechnic University of Turin, Italy, 2015 - [c8]Maddalena Zema, Samanta Rosati, Virginia Gioia, Marco Knaflitz, Gabriella Balestra:
Developing medical device software in compliance with regulations. EMBC 2015: 1331-1334 - [c7]Maddalena Zema, Samanta Rosati, Jonathan Eliecer Duran Carvajal, Gabriella Balestra:
CPDI: An Index for measuring deviations in Clinical Pathways. EMBC 2015: 1385-1388 - [c6]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: 297-302 - 2014
- [c5]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: 676-679 - [c4]Samanta Rosati, Valentina Agostini, Gabriella Balestra, Marco Knaflitz:
Basographic gait impairment score: A fuzzy classifier based on foot-floor contact parameters. MeMeA 2014: 540-544 - [p2]Samanta Rosati, Gabriella Balestra, Filippo Molinari:
Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals. Machine Learning in Healthcare Informatics 2014: 287-307 - [p1]Samanta Rosati, Gabriella Balestra, Filippo Molinari, U. Rajendra Acharya, Jasjit S. Suri:
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation. Machine Learning in Healthcare Informatics 2014: 309-332 - 2013
- [c3]Samanta Rosati, Aldo Montanaro, Augusta Tralli, Gabriella Balestra:
Fuzzy logic applied to a Patient Classification System. EMBC 2013: 1310-1313 - [c2]Samanta Rosati, Augusta Tralli, Gabriella Balestra:
A Multi-Agent System for Monitoring Patient Flow. MedInfo 2013: 944 - 2011
- [c1]Samanta Rosati, Filippo Molinari, Gabriella Balestra:
Feature selection applied to ultrasound carotid images segmentation. EMBC 2011: 5161-5164 - 2010
- [j1]Filippo Molinari, Samanta Rosati, William Liboni, Emanuela Negri, Ornella Mana, Gianni Allais, Chiara Benedetto:
Time-Frequency Characterization of Cerebral Hemodynamics of Migraine Sufferers as Assessed by NIRS Signals. EURASIP J. Adv. Signal Process. 2010 (2010)
Coauthor Index
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last updated on 2024-10-23 21:25 CEST by the dblp team
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