Sara Colantonio
Orcid: 0000-0003-2022-0804
According to our database1,
Sara Colantonio
authored at least 69 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Exploiting causality signals in medical images: A pilot study with empirical results.
Expert Syst. Appl., 2024
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification.
CoRR, 2024
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024
Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
2023
Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models.
J. Imaging, 2023
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning.
CoRR, 2023
CoRR, 2023
Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals.
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
Int. J. Medical Informatics, 2022
Are Active and Assisted Living applications addressing the main acceptance concerns of their beneficiaries? Preliminary insights from a scoping review.
Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022
On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
On the Effectiveness of 3D Vision Transformers for the Prediction of Prostate Cancer Aggressiveness.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging.
CoRR, 2021
Proceedings of the Advances in Computational Collective Intelligence, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Sensors, 2019
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019
Proceedings of the Computer Analysis of Images and Patterns, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2017
Vis. Comput., 2017
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization.
IEEE Trans. Multim., 2017
Lip segmentation based on Lambertian shadings and morphological operators for hyper-spectral images.
Pattern Recognit., 2017
Comput. Biol. Medicine, 2017
User acceptance of self-monitoring technology to prevent cardio-metabolic diseases: The Wize Mirror.
Proceedings of the 13th IEEE International Conference on Wireless and Mobile Computing, 2017
2016
Comput. Vis. Image Underst., 2016
Comput. Biol. Medicine, 2016
2015
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Proceedings of the Universal Access in Human-Computer Interaction. Access to Learning, Health and Well-Being, 2015
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015
2014
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014
SuperResolution-aided Recognition of Cytoskeletons in Scanning Probe Microscopy Images.
Proceedings of the ICPRAM 2014, 2014
Moving Medical Semeiotics to the Digital Realm - SEMEOTICONS Approach to Face Signs of Cardiometabolic Risk.
Proceedings of the HEALTHINF 2014, 2014
Personalized Guidance for People Empowerment and Self-efficacy towards Healthy Lifestyles - The Solution Proposed in SEMEOTICONS.
Proceedings of the HEALTHINF 2014, 2014
2013
A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
A Knowledge Editing Service for Multisource Data Management in Remote Health Monitoring.
IEEE Trans. Inf. Technol. Biomed., 2012
Temporal Analysis of Remotely Sensed Data for the Assessment of COPD Patients' Health Status.
Proceedings of the International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special Sessions, 2012
Thesaurus Project: Design of New Autonomous Underwater Vehicles for Documentation and Protection of Underwater Archaeological Sites.
Proceedings of the Progress in Cultural Heritage Preservation, 2012
2011
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011
Proceedings of the Wireless Mobile Communication and Healthcare, 2011
Knowledge based Decision Support for the Management of Chronic Patients.
Proceedings of the KEOD 2011, 2011
2010
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.
J. Softw. Eng. Appl., 2010
Decision support in heart failure through processing of electro- and echocardiograms.
Artif. Intell. Medicine, 2010
2009
PhD thesis, 2009
Trans. Case Based Reason., 2009
A Semantic Framework for Mining Novel Knowledge from Multimedia Data.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure.
Proceedings of the 2008 International Conference on Semantic Web & Web Services, 2008
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008
Proceedings of the Advances in Data Mining. Medical Applications, 2008
Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case.
Proceedings of the First International Conference on Health Informatics, 2008
2007
Extraction and Deployment of New Features for Cardiac Shape and Function Representation.
ERCIM News, 2007
Deformable structures localization and reconstruction in 3D images.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari, 2007
Proceedings of the Semantic Multimedia, 2007
Proceedings of the Advances in Mass Data Analysis of Signals and Images in Medicine, 2007
2006
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006