Samanta Rosati

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Stratification of Heart Sounds Morphology Through Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2023

A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare.

[BibT_eX]

[DOI]

Sensors, July, 2023

Feature Selection Based on a Genetic Algorithm for Optimizing Weaning Success.

[BibT_eX]

[DOI]

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Design of a Service for the Management of Heart Failure Patients Using Telemedicine.

[BibT_eX]

[DOI]

Maria Luigia Spaccapietra

Elisa Macario

Proceedings of the Telehealth Ecosystems in Practice, 2023

Medical Device Software: From Requirements to Certification.

[BibT_eX]

[DOI]

Proceedings of the Telehealth Ecosystems in Practice, 2023

Can Multi-Source Phonocardiography Enable Inexperienced Users to Record Heart Sounds for Telemonitoring Applications? A Comparative Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

Comparison between Different Approaches for the Creation of the Training Set: How Clustering and Dimensionality Impact the Performance of a Deep Learning Model.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

How Do Norms and Noise Impact Clustering Results? A Robustness Analysis Applied to Digital Pathology.

[BibT_eX]

[DOI]

Maria Costanza Aquilano

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

2022

Impact of network parameters on a U-Net based system for rectal cancer segmentation on MR images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Comparison of Hierarchical and Partitional Clustering in Multi-Source Phonocardiography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

A fully automatic deep learning algorithm to segment rectal Cancer on MR images: a multi-center study.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Key Aspects to Teach Medical Device Software Certification.

[BibT_eX]

[DOI]

Proceedings of the Digital Professionalism in Health and Care: Developing the Workforce, Building the Future, 2022

Automatic Identification of the Best Auscultation Area for the Estimation of the Time of Closure of Heart Valves through Multi-Source Phonocardiography.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2022

2021

Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index.

[BibT_eX]

[DOI]

Sensors, 2021

Automated Assessment of the Quality of Phonocardographic Recordings through Signal-to-Noise Ratio for Home Monitoring Applications.

[BibT_eX]

[DOI]

Marco Knaflitz

Sensors, 2021

Simulation of the Impact on the Workload of the Enlargement of the Clinical Staff of a Specialistic Reference Center.

[BibT_eX]

[DOI]

Federica Valeri

Alessandra Borchiellini

Proceedings of the Public Health and Informatics, 2021

Comparison of different similarity measures in hierarchical clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

Influence of Gait Cycle Normalization on Principal Activations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2021

The Effect of Number of Gait Cycles on Principal Activation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Decision Support System for Target Prostate Biopsy Outcome Prediction: Clustering and FP-Growth Algorithm for Fuzzy Rules Extraction.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020

Agent-Based Modeling and Simulation of Care Delivery for Patients with Thrombotic and Bleeding Disorders.

[BibT_eX]

[DOI]

Federica Valeri

Alessandra Borchiellini

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Comparison of different classifiers to recognize active bone marrow from CT images.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Deep learning to segment liver metastases on CT images: impact on a radiomics method to predict response to chemotherapy.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

A Convolutional Neural Network based system for Colorectal cancer segmentation on MRI images.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Lifestyle analysis of a female group of university workers: Do they reach recommended levels of physical activity?

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Symposium on Consumer Technologies, 2019

Characterization of Physicians Workload in a Reference Center for the Treatment of Thrombotic and Bleeding Disorders.

[BibT_eX]

[DOI]

Federica Valeri

Alessandra Borchiellini

Claudia Maria Gianfreda

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Pediatric Brain Tissue Segmentation from MRI using Clustering: a Preliminary Study.

[BibT_eX]

[DOI]

Maria Savina Severino

Andrea Rossi

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors.

[BibT_eX]

[DOI]

Marco Knaflitz

Sensors, 2018

Correlation based Feature Selection impact on the classification of breast cancer patients response to neoadjuvant chemotherapy.

[BibT_eX]

[DOI]

Claudia Maria Gianfreda

Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Human Activity Recognition by Wearable Sensors : Comparison of different classifiers for real-time applications.

[BibT_eX]

[DOI]

Giuseppe De Leonardis

Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Radiomics for pretreatment prediction of pathological response to neoadjuvant therapy using magnetic resonance imaging: Influence of feature selection.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Muscle activation patterns during gait: A hierarchical clustering analysis.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2017

Clustering analysis of EMG cyclic patterns: A validation study across multiple locomotion pathologies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

Data quality improvement of a multicenter clinical trial dataset.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Modelling and analysis of four telemedicine Italian experiences.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Muscle contractions in cyclic movements: Optimization of CIMAP algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Influence of pre-processing in the extraction of muscle synergies during human locomotion.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Estimation of joint position error.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Dataset homogeneity assessment for a prostate cancer CAD system.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

Frequency-of-occurrence of myoelectric patterns to evaluate gait motor control strategies after hip replacement surgery.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Non-Linear Feature Selection for Biomedical Data Interpretation.

[BibT_eX]

[DOI]

PhD thesis, 2015

ChiMerge discretization method: Impact on a computer aided diagnosis system for prostate cancer in MRI.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Developing medical device software in compliance with regulations.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

CPDI: An Index for measuring deviations in Clinical Pathways.

[BibT_eX]

[DOI]

Maddalena Zema

Jonathan Eliecer Duran Carvajal

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Healthcare Informatics, 2014

Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals.

[BibT_eX]

[DOI]

Filippo Molinari

Proceedings of the Machine Learning in Healthcare Informatics, 2014

Basographic gait impairment score: A fuzzy classifier based on foot-floor contact parameters.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Dual Fuzzy-Snake model for IMT measurement in carotid ultrasound images of low- and high-risk patients.

[BibT_eX]

[DOI]

Filippo Molinari

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

A Multi-Agent System for Monitoring Patient Flow.

[BibT_eX]

[DOI]

Augusta Tralli

Proceedings of the MEDINFO 2013, 2013

Fuzzy logic applied to a Patient Classification System.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2011

Feature selection applied to ultrasound carotid images segmentation.

[BibT_eX]

[DOI]

Filippo Molinari