Sara Colantonio

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 40

Top Topics

Ultrasound Imaging

Machine Learning

Morphological Operators

Prostate Cancer

Top Venues

Comput. Biol. Medicine

ICPR Workshops (1)

Publications

Sara Colantonio, Andrea Berti, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Varvara Kalokyri, Haridimos Kondylakis, Charalampos Kalantzopoulos, Nikolaos S. Tachos, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis
Data and System Traceability for Transparent AI in Medical Imaging. SEBD (2024)
Eva Pachetti, Sotirios A. Tsaftaris, Sara Colantonio
Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification. CoRR (2024)
Gianluca Carloni, Sara Colantonio
Exploiting causality signals in medical images: A pilot study with empirical results. Expert Syst. Appl. 249 (2024)
Giulio Del Corso, Danila Germanese, Maria Antonietta Pascali, Serena Bardelli, Armando Cuttano, Fabrizia Festante, Andrea Guzzetta, Lucia Rocchitelli, Sara Colantonio
Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features. FG (2024)
Ziya Ata Yazici, Sara Colantonio, Hazim Kemal Ekenel
In-Bed Pose Estimation: A Review. PerCom Workshops (2024)
Ziya Ata Yazici, Sara Colantonio, Hazim Kemal Ekenel
In-Bed Pose Estimation: A Review. CoRR (2024)
Francesco Conti, Martina Banchelli, Valentina Bessi, Cristina Cecchi, Fabrizio Chiti, Sara Colantonio, Cristiano D'Andrea, Marella de Angelis, Davide Moroni, Benedetta Nacmias, Maria Antonietta Pascali, Sandro Sorbi, Paolo Matteini
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning. CoRR (2023)
Rossana Buongiorno, Giulio Del Corso, Danila Germanese, Leonardo Colligiani, Lorenzo Python, Chiara Romei, Sara Colantonio
Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models. J. Imaging 9 (12) (2023)
Gianluca Carloni, Sara Colantonio
Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results. CoRR (2023)
Gianluca Carloni, Eva Pachetti, Sara Colantonio
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. CoRR (2023)
Riccardo Albertoni, Sara Colantonio, Piotr Skrzypczynski, Jerzy Stefanowski
Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues. CoRR (2023)
Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals. Ital-IA (2023)
Danila Germanese, Sara Colantonio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo
Computer Vision Tasks for Ambient Intelligence in Children's Health. Inf. 14 (10) (2023)
Gianluca Carloni, Eva Pachetti, Sara Colantonio
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. ICCV (Workshops) (2023)
Gianluca Carloni, Andrea Berti, Sara Colantonio
The role of causality in explainable artificial intelligence. CoRR (2023)
Eva Pachetti, Sara Colantonio
A Systematic Review of Few-Shot Learning in Medical Imaging. CoRR (2023)
Eva Pachetti, Sara Colantonio, Maria Antonietta Pascali
On the Effectiveness of 3D Vision Transformers for the Prediction of Prostate Cancer Aggressiveness. ICIAP Workshops (2022)
Daniela Giorgi, Luca Bastiani, Maria-Aurora Morales, Maria Antonietta Pascali, Sara Colantonio, Giuseppe Coppini
Cardio-metabolic risk modeling and assessment through sensor-based measurements. Int. J. Medical Informatics 165 (2022)
Slavisa Aleksic, Michael Atanasov, Jean Calleja-Agius, Kenneth P. Camilleri, Anto Cartolovni, Pau Climent-Pérez, Sara Colantonio, Stefania Cristina, Vladimir Despotovic, Hazim Kemal Ekenel, Mustafa Ekrem Erakin, Francisco Flórez-Revuelta, Danila Germanese, Nicole Grech, Steinunn Gróa Sigurðardóttir, Murat Emirzeoglu, Ivo Iliev, Mladjan Jovanovic, Martin Kampel, William Kearns, Andrzej Klimczuk, Lambros Lambrinos, Jennifer Lumetzberger, Wiktor Mucha, Sophie Noiret, Zada Pajalic, Rodrigo Rodriguez Peerez, Galidiya Petrova, Sintija Petrovica, Peter Pocta, Angelica Poli, Mara Pudane, Susanna Spinsante, Albert Ali Salah, María J. Santofimia, Anna Sigridur Islind, Lacramioara Stoicu-Tivadar, Hilda Tellioglu, Andrej Zgank
State of the Art of Audio- and Video-Based Solutions for AAL. CoRR (2022)
Andrea Berti, Gianluca Carloni, Sara Colantonio, M. Antonietta Pascali, Paolo Manghi, Pasquale Pagano, Rossana Buongiorno, Eva Pachetti, Claudia Caudai, Domenico Di Gangi, Emanuele Carlini, Zeno Falaschi, Esther Ciarrocchi, Emanuele Neri, Elena Bertelli, Vittorio Miele, Roberto Carpi, Giulio Bagnacci, Nunzia Di Meglio, M. Antonietta Mazzei, Andrea Barucci
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. BHI (2022)
Sara Colantonio, Mladjan Jovanovic, Eftim Zdravevski, Petre Lameski, Hilda Tellioglu, Martin Kampel, Francisco Flórez-Revuelta
Are Active and Assisted Living applications addressing the main acceptance concerns of their beneficiaries? Preliminary insights from a scoping review. PETRA (2022)
Gianluca Carloni, Andrea Berti, Chiara Iacconi, Maria Antonietta Pascali, Sara Colantonio
On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet. ICPR Workshops (1) (2022)
Federica Gioia, Maria Antonietta Pascali, Alberto Greco, Sara Colantonio, Enzo Pasquale Scilingo
Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices. EMBC (2021)
Sara Colantonio, Antonio Salvati, Claudia Caudai, Ferruccio Bonino, Laura De Rosa, Maria Antonietta Pascali, Danila Germanese, Maurizia Rossana Brunetto, Francesco Faita
A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging. ICCCI (CCIS Volume) (2021)
Karim Lekadir, Richard Osuala, Catherine Gallin, Noussair Lazrak, Kaisar Kushibar, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Konstantinos Marias, Manolis Tsiknakis, Sara Colantonio, Nickolas Papanikolaou, Zohaib Salahuddin, Henry C. Woodruff, Philippe Lambin, Luis Martí-Bonmatí
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging. CoRR (2021)
Rossana Buongiorno, Danila Germanese, Chiara Romei, Laura Tavanti, Annalisa De Liperi, Sara Colantonio
UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images. ICPR Workshops (1) (2020)
Sara Colantonio, Nicholas Ayache
The Digital Health Revolution - Introduction to the Special Theme. ERCIM News 2019 (118) (2019)
Danila Germanese, Sara Colantonio, Claudia Caudai, Maria Antonietta Pascali, Andrea Barucci, Nicola Zoppetti, Simone Agostini, Elena Bertelli, Laura Mercatelli, Vittorio Miele, Roberto Carpi
May Radiomic Data Predict Prostate Cancer Aggressiveness? CAIP Workshops (2019)
Sara Colantonio, Andrea Barucci, Danila Germanese
Radiomics to Support Precision Medicine in Oncology. ERCIM News 2019 (118) (2019)
Danila Germanese, Sara Colantonio, Mario D'Acunto, Veronica Romagnoli, Antonio Salvati, Maurizia Brunetto
An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study. Sensors 19 (17) (2019)
Danila Germanese, Elena Bertelli, Simone Agostini, Laura Mercatelli, Sara Colantonio, Vittorio Miele, Maria Antonietta Pascali, Claudia Caudai, Nicola Zoppetti, Roberto Carpi, Andrea Barucci
Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study. BIBE (2019)
Danila Germanese, Sara Colantonio, Mario D'Acunto, Maurizia Brunetto, Veronica Romagnoli, Antonio Salvati
Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study. ISCC (2019)
Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 19 (7) (2017)
Alessandro Danielis, Daniela Giorgi, Marcus Larsson, Tomas Strömberg, Sara Colantonio, Ovidio Salvetti
Lip segmentation based on Lambertian shadings and morphological operators for hyper-spectral images. Pattern Recognit. 63 (2017)
Giuseppe Coppini, Sara Colantonio
Self-monitoring systems for personalised health-care and lifestyle surveillance. Comput. Biol. Medicine 88 (2017)
Daniela Giorgi, Maria Antonietta Pascali, Pedro Henríquez, Bogdan J. Matuszewski, Sara Colantonio, Ovidio Salvetti
Persistent homology to analyse 3D faces and assess body weight gain. Vis. Comput. 33 (5) (2017)
Giuseppe Coppini, Veronica Chiara Zuccalà, Renata De Maria, Julie-Anne Nazare, Maria-Aurora Morales, Sara Colantonio
User acceptance of self-monitoring technology to prevent cardio-metabolic diseases: The Wize Mirror. WiMob (2017)
Alessandro Danielis, Daniela Giorgi, Sara Colantonio
Lip Segmentation on Hyper-Spectral Images. ERCIM News 2017 (108) (2017)
Maria Antonietta Pascali, Daniela Giorgi, Luca Bastiani, E. Buzzigoli, Pedro Henríquez, Bogdan J. Matuszewski, Maria-Aurora Morales, Sara Colantonio
Face morphology: Can it tell us something about body weight and fat? Comput. Biol. Medicine 76 (2016)
Yasmina Andreu, Franco Chiarugi, Sara Colantonio, Giorgos A. Giannakakis, Daniela Giorgi, Pedro Henríquez, Eleni Kazantzaki, Dimitris Manousos, Kostas Marias, Bogdan J. Matuszewski, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Manolis Tsiknakis
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 148 (2016)
Yasmina Andreu Cabedo, Pedro Castellano, Sara Colantonio, Giuseppe Coppini, Riccardo Favilla, Danila Germanese, Giorgos A. Giannakakis, Daniela Giorgi, Marcus Larsson, Paolo Marraccini, Massimo Martinelli, Bogdan J. Matuszewski, Matijia Milanic, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Lise Randeberg, Ovidio Salvetti, Tomas Strömberg
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. ICME (2015)
Daniela Giorgi, Maria Antonietta Pascali, Giovanni Raccichini, Sara Colantonio, Ovidio Salvetti
Morphological Analysis of 3D Faces for Weight Gain Assessment. 3DOR@Eurographics (2015)
Marianna Saba, Riccardo Scateni, Fabio Sorrentino, Lucio Davide Spano, Sara Colantonio, Daniela Giorgi, Massimo Magrini, Ovidio Salvetti, Novella Buonaccorsi, Ilaria Vitali
Smart Mirror Where I Stand, Who Is the Leanest in the Sand? HCI (9) (2015)
Sara Colantonio, Danila Germanese, Davide Moroni, Daniela Giorgi, Maria Antonietta Pascali, Marco Righi, Giuseppe Coppini, Maria-Aurora Morales, Franco Chiarugi, Matthew Pediaditis, Marcus Larsson, Tomas Strömberg, Pedro Henríquez, Bogdan J. Matuszewski, Matijia Milanic, Lise Randeberg
Semeoticons - reading the face code of cardio-metabolic risk. IWCIM (2015)
Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
Personalized Guidance for People Empowerment and Self-efficacy towards Healthy Lifestyles - The Solution Proposed in SEMEOTICONS. HEALTHINF (2014)
Sara Colantonio, Mario D'Acunto, Marco Righi, Ovidio Salvetti
SuperResolution-aided Recognition of Cytoskeletons in Scanning Probe Microscopy Images. ICPRAM (2014)
Sara Colantonio, Daniela Giorgi, Ovidio Salvetti
SEMEOTICONS: Face Reading to Help People stay Healthy. ERCIM News 2014 (97) (2014)
Antonio Benassi, Sara Colantonio, Daniela Giorgi, Massimo Magrini, Massimo Martinelli, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti
A Wize Mirror for Lifestyle Improvement. InMed (2014)
Giuseppe Coppini, Riccardo Favilla, Amalia Gastaldelli, Sara Colantonio, Paolo Marraccini
Moving Medical Semeiotics to the Digital Realm - SEMEOTICONS Approach to Face Signs of Cardiometabolic Risk. HEALTHINF (2014)
Franco Chiarugi, Eirini Christinaki, Sara Colantonio, Giuseppe Coppini, Paolo Marraccini, Matthew Pediaditis, Ovidio Salvetti, Manolis Tsiknakis
A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. BIBE (2013)
Sara Colantonio, Massimo Esposito, Massimo Martinelli, Giuseppe De Pietro, Ovidio Salvetti
A Knowledge Editing Service for Multisource Data Management in Remote Health Monitoring. IEEE Trans. Inf. Technol. Biomed. 16 (6) (2012)
Benedetto Allotta, S. Bargagliotti, L. Botarelli, Andrea Caiti, Vincenzo Calabrò, G. Casa, Michele Cocco, Sara Colantonio, Carlo Colombo, S. Costa, Marco Fanfani, L. Franchi, P. Gambogi, Lavinio Gualdesi, Denise La Monica, Massimo Magrini, Massimo Martinelli, Davide Moroni, Andrea Munafò, Gordon J. Pace, C. Papa, Maria Antonietta Pascali, Gabriele Pieri, Marco Reggiannini, Marco Righi, Ovidio Salvetti, Marco Tampucci
Thesaurus Project: Design of New Autonomous Underwater Vehicles for Documentation and Protection of Underwater Archaeological Sites. EuroMed (2012)
Sara Colantonio, Ovidio Salvetti
Temporal Analysis of Remotely Sensed Data for the Assessment of COPD Patients' Health Status. CISIS/ICEUTE/SOCO Special Sessions (2012)
Sara Colantonio, Massimo Martinelli, Ovidio Salvetti, Giuseppe De Pietro, Massimo Esposito, Alberto Machì
Knowledge based Decision Support for the Management of Chronic Patients. KEOD (2011)
Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
Ontology and Algorithms Integration for Image Analysis. MUSCLE (2011)
Sara Colantonio, Giuseppe De Pietro, Massimo Esposito, Alberto Machì, Massimo Martinelli, Ovidio Salvetti
Decision Support for the Remote Management of Chronic Patients. MobiHealth (2011)
Suzanne Little, Sara Colantonio, Ovidio Salvetti, Petra Perner
Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. J. Softw. Eng. Appl. 3 (1) (2010)
Franco Chiarugi, Sara Colantonio, Dimitra Emmanouilidou, Massimo Martinelli, Davide Moroni, Ovidio Salvetti
Decision support in heart failure through processing of electro- and echocardiograms. Artif. Intell. Medicine 50 (2) (2010)
Sara Colantonio, Petra Perner, Ovidio Salvetti
Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images. Trans. Case Based Reason. 2 (1) (2009)
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Franco Chiarugi, Dimitra Emmanouilidou
A Decision Support System for Aiding Heart Failure Management. ISDA (2009)
Sara Colantonio, Igor B. Gurevich, Ovidio Salvetti, Yulia Trusova
A Semantic Framework for Mining Novel Knowledge from Multimedia Data. MLDM Posters (2009)
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani
Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case. HEALTHINF (1) (2008)
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Antonio Candelieri, Domenico Conforti, Francesco Perticone, Angela Sciacqua, Christos Biniaris, Andy Marsh
A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure. SWWS (2008)
Sara Colantonio, Ovidio Salvetti, Marco Tampucci
An Infrastructure for Mining Medical Multimedia Data. ICDM (2008)
Franco Chiarugi, Sara Colantonio, Dimitra Emmanouilidou, Davide Moroni, Ovidio Salvetti
Biomedical Signal and Image Processing for Decision Support in Heart Failure. MDA (2008)
Sara Colantonio, Igor B. Gurevich, Ovidio Salvetti
Automatic Fuzzy-neural Based Segmentation of Microscopic Cell Images. MDA (2007)
Sara Colantonio, Davide Moroni, Ovidio Salvetti
Extraction and Deployment of New Features for Cardiac Shape and Function Representation. ERCIM News 2007 (69) (2007)
Davide Moroni, Sara Colantonio, Ovidio Salvetti, Mario Salvetti
Deformable structures localization and reconstruction in 3D images. VISAPP (Special Sessions) (2007)
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Domenico Conforti, Antonio Gualtieri
An Approach to Decision Support in Heart Failure. SWAP (2007)
Sara Colantonio, Igor B. Gurevich, Massimo Martinelli, Ovidio Salvetti, Yulia Trusova
Thesaurus-Based Ontology on Image Analysis. SAMT (2007)
Sara Colantonio, Igor B. Gurevich, Ovidio Salvetti
Automatic Fuzzy-Neural based Segmentation of Microscopic Cell Images. ICDM (Workshops) (2006)
Sara Colantonio, Davide Moroni, Ovidio Salvetti
Shape Comparison and Deformation Analysis in Biomedical Applications. Eurographics Italian Chapter Conference (2006)