Sara Colantonio

According to our database1, Sara Colantonio authored at least 66 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
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Links

Online presence:

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Bibliography

2024
In-Bed Pose Estimation: A Review.
CoRR, 2024

2023
Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models.
J. Imaging, 2023

Computer Vision Tasks for Ambient Intelligence in Children's Health.
Inf., 2023

A Systematic Review of Few-Shot Learning in Medical Imaging.
CoRR, 2023

Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results.
CoRR, 2023

The role of causality in explainable artificial intelligence.
CoRR, 2023

Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning.
CoRR, 2023

Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues.
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

Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Cardio-metabolic risk modeling and assessment through sensor-based measurements.
Int. J. Medical Informatics, 2022

State of the Art of Audio- and Video-Based Solutions for AAL.
CoRR, 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

A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging.
Proceedings of the Advances in Computational Collective Intelligence, 2021

Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices.
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
An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study.
Sensors, 2019

The Digital Health Revolution - Introduction to the Special Theme.
ERCIM News, 2019

Radiomics to Support Precision Medicine in Oncology.
ERCIM News, 2019

Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

May Radiomic Data Predict Prostate Cancer Aggressiveness?
Proceedings of the Computer Analysis of Images and Patterns, 2019

Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2017
Persistent homology to analyse 3D faces and assess body weight gain.
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

Lip Segmentation on Hyper-Spectral Images.
ERCIM News, 2017

Self-monitoring systems for personalised health-care and lifestyle surveillance.
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
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system.
Comput. Vis. Image Underst., 2016

Face morphology: Can it tell us something about body weight and fat?
Comput. Biol. Medicine, 2016

2015
Semeoticons - reading the face code of cardio-metabolic risk.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015


Smart Mirror Where I Stand, Who Is the Leanest in the Sand?
Proceedings of the Universal Access in Human-Computer Interaction. Access to Learning, Health and Well-Being, 2015

Morphological Analysis of 3D Faces for Weight Gain Assessment.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014
SEMEOTICONS: Face Reading to Help People stay Healthy.
ERCIM News, 2014

A Wize Mirror for Lifestyle Improvement.
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
Ontology and Algorithms Integration for Image Analysis.
Proceedings of the Computational Intelligence for Multimedia Understanding, 2011

Decision Support for the Remote Management of Chronic Patients.
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
Mining Image Content and Visual Information. Theory and Applications.
PhD thesis, 2009

Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images.
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

A Decision Support System for Aiding Heart Failure Management.
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

Biomedical Signal and Image Processing for Decision Support in Heart Failure.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2008

An Infrastructure for Mining Medical Multimedia Data.
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

An Approach to Decision Support in Heart Failure.
Proceedings of the 4th Italian Semantic Web Workshop, Dipartimento di Informatica - Universita' degli Studi di Bari, 2007

Thesaurus-Based Ontology on Image Analysis.
Proceedings of the Semantic Multimedia, 2007

2006
Automatic Fuzzy-Neural based Segmentation of Microscopic Cell Images.
Proceedings of the 6th Industrial Conference on Data Mining, Workshop Proceedings, 2006

Shape Comparison and Deformation Analysis in Biomedical Applications.
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006


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