Shape Comparison and Deformation Analysis in Biomedical Applications. - Sara Colantonio; Davide Moroni; Ovidio Salvetti (Eurographics Italian Chapter Conference, 2006)

Automatic Fuzzy-neural Based Segmentation of Microscopic Cell Images. - Sara Colantonio; Igor B. Gurevich; Ovidio Salvetti (MDA, 2007)

Thesaurus-Based Ontology on Image Analysis. - Sara Colantonio; Igor B. Gurevich; Massimo Martinelli; Ovidio Salvetti; Yulia Trusova (SAMT, 2007)

An Approach to Decision Support in Heart Failure. - Sara Colantonio; Massimo Martinelli; Davide Moroni; Ovidio Salvetti; Francesco Perticone; Angela Sciacqua; Domenico Conforti; Antonio Gualtieri (SWAP, 2007)

Deformable structures localization and reconstruction in 3D images. - Davide Moroni; Sara Colantonio; Ovidio Salvetti; Mario Salvetti (VISAPP (Special Sessions), 2007)

Extraction and Deployment of New Features for Cardiac Shape and Function Representation. - Sara Colantonio; Davide Moroni; Ovidio Salvetti (ERCIM News, 2007)

Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case. - Sara Colantonio; Massimo Martinelli; Davide Moroni; Ovidio Salvetti; Francesco Perticone; Angela Sciacqua; Franco Chiarugi; Domenico Conforti; Antonio Gualtieri; Vincenzo Lagani (HEALTHINF (1), 2008)

An Infrastructure for Mining Medical Multimedia Data. - Sara Colantonio; Ovidio Salvetti; Marco Tampucci (ICDM, 2008)

Biomedical Signal and Image Processing for Decision Support in Heart Failure. - Franco Chiarugi; Sara Colantonio; Dimitra Emmanouilidou; Davide Moroni; Ovidio Salvetti (MDA, 2008)

A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure. - Sara Colantonio; Massimo Martinelli; Davide Moroni; Ovidio Salvetti; Antonio Candelieri; Domenico Conforti; Francesco Perticone; Angela Sciacqua; Christos Biniaris; Andy Marsh (SWWS, 2008)

A Decision Support System for Aiding Heart Failure Management. - Sara Colantonio; Massimo Martinelli; Davide Moroni; Ovidio Salvetti; Franco Chiarugi; Dimitra Emmanouilidou (ISDA, 2009)

A Semantic Framework for Mining Novel Knowledge from Multimedia Data. - Sara Colantonio; Igor B. Gurevich; Ovidio Salvetti; Yulia Trusova (MLDM Posters, 2009)

Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images. - Sara Colantonio; Petra Perner; Ovidio Salvetti (Trans. Case Based Reason., 2009)

Mining Image Content and Visual Information. Theory and Applications. - Sara Colantonio (2009)

Decision support in heart failure through processing of electro- and echocardiograms. - Franco Chiarugi; Sara Colantonio; Dimitra Emmanouilidou; Massimo Martinelli; Davide Moroni; Ovidio Salvetti (Artif. Intell. Medicine, 2010)

Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. - Suzanne Little; Sara Colantonio; Ovidio Salvetti; Petra Perner (J. Softw. Eng. Appl., 2010)

Knowledge based Decision Support for the Management of Chronic Patients. - Sara Colantonio; Massimo Martinelli; Ovidio Salvetti; Giuseppe De Pietro; Massimo Esposito; Alberto Machì (KEOD, 2011)

Decision Support for the Remote Management of Chronic Patients. - Sara Colantonio; Giuseppe De Pietro; Massimo Esposito; Alberto Machì; Massimo Martinelli; Ovidio Salvetti (MobiHealth, 2011)

Ontology and Algorithms Integration for Image Analysis. - Sara Colantonio; Massimo Martinelli; Ovidio Salvetti (MUSCLE, 2011)

Thesaurus Project: Design of New Autonomous Underwater Vehicles for Documentation and Protection of Underwater Archaeological Sites. - Benedetto Allotta; S. Bargagliotti; L. Botarelli; Andrea Caiti; Vincenzo Calabrò; G. Casa; Michele Cocco; Sara Colantonio; Carlo Colombo; S. Costa; Marco Fanfani; L. Franchi; et al. (EuroMed, 2012)

Temporal Analysis of Remotely Sensed Data for the Assessment of COPD Patients' Health Status. - Sara Colantonio; Ovidio Salvetti (CISIS/ICEUTE/SOCO Special Sessions, 2012)

A Knowledge Editing Service for Multisource Data Management in Remote Health Monitoring. - Sara Colantonio; Massimo Esposito; Massimo Martinelli; Giuseppe De Pietro; Ovidio Salvetti (IEEE Trans. Inf. Technol. Biomed., 2012)

A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. - Franco Chiarugi; Eirini Christinaki; Sara Colantonio; Giuseppe Coppini; Paolo Marraccini; Matthew Pediaditis; Ovidio Salvetti; Manolis Tsiknakis (BIBE, 2013)

Personalized Guidance for People Empowerment and Self-efficacy towards Healthy Lifestyles - The Solution Proposed in SEMEOTICONS. - Sara Colantonio; Massimo Martinelli; Ovidio Salvetti (HEALTHINF, 2014)

Moving Medical Semeiotics to the Digital Realm - SEMEOTICONS Approach to Face Signs of Cardiometabolic Risk. - Giuseppe Coppini; Riccardo Favilla; Amalia Gastaldelli; Sara Colantonio; Paolo Marraccini (HEALTHINF, 2014)

SuperResolution-aided Recognition of Cytoskeletons in Scanning Probe Microscopy Images. - Sara Colantonio; Mario D'Acunto; Marco Righi; Ovidio Salvetti (ICPRAM, 2014)

A Wize Mirror for Lifestyle Improvement. - Antonio Benassi; Sara Colantonio; Daniela Giorgi; Massimo Magrini; Massimo Martinelli; Maria Antonietta Pascali; Marco Righi; Ovidio Salvetti (InMed, 2014)

SEMEOTICONS: Face Reading to Help People stay Healthy. - Sara Colantonio; Daniela Giorgi; Ovidio Salvetti (ERCIM News, 2014)

Morphological Analysis of 3D Faces for Weight Gain Assessment. - Daniela Giorgi; Maria Antonietta Pascali; Giovanni Raccichini; Sara Colantonio; Ovidio Salvetti (3DOR@Eurographics, 2015)

Smart Mirror Where I Stand, Who Is the Leanest in the Sand? - Marianna Saba; Riccardo Scateni; Fabio Sorrentino; Lucio Davide Spano; Sara Colantonio; Daniela Giorgi; Massimo Magrini; Ovidio Salvetti; Novella Buonaccorsi; Ilaria Vitali (HCI (9), 2015)

Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. - 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; et al. (ICME, 2015)

Semeoticons - reading the face code of cardio-metabolic risk. - 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; et al. (IWCIM, 2015)

Face morphology: Can it tell us something about body weight and fat? - Maria Antonietta Pascali; Daniela Giorgi; Luca Bastiani; E. Buzzigoli; Pedro Henríquez; Bogdan J. Matuszewski; Maria-Aurora Morales; Sara Colantonio (Comput. Biol. Medicine, 2016)

Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. - 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; et al. (Comput. Vis. Image Underst., 2016)

User acceptance of self-monitoring technology to prevent cardio-metabolic diseases: The Wize Mirror. - Giuseppe Coppini; Veronica Chiara Zuccalà; Renata De Maria; Julie-Anne Nazare; Maria-Aurora Morales; Sara Colantonio (WiMob, 2017)

Self-monitoring systems for personalised health-care and lifestyle surveillance. - Giuseppe Coppini; Sara Colantonio (Comput. Biol. Medicine, 2017)

Lip Segmentation on Hyper-Spectral Images. - Alessandro Danielis; Daniela Giorgi; Sara Colantonio (ERCIM News, 2017)

Lip segmentation based on Lambertian shadings and morphological operators for hyper-spectral images. - Alessandro Danielis; Daniela Giorgi; Marcus Larsson; Tomas Strömberg; Sara Colantonio; Ovidio Salvetti (Pattern Recognit., 2017)

Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. - 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; et al. (IEEE Trans. Multim., 2017)

Persistent homology to analyse 3D faces and assess body weight gain. - Daniela Giorgi; Maria Antonietta Pascali; Pedro Henríquez; Bogdan J. Matuszewski; Sara Colantonio; Ovidio Salvetti (Vis. Comput., 2017)

Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study. - Danila Germanese; Elena Bertelli; Simone Agostini; Laura Mercatelli; Sara Colantonio; Vittorio Miele; Maria Antonietta Pascali; Claudia Caudai; Nicola Zoppetti; Roberto Carpi; Andrea Barucci 001 (BIBE, 2019)

May Radiomic Data Predict Prostate Cancer Aggressiveness? - Danila Germanese; Sara Colantonio; Claudia Caudai; Maria Antonietta Pascali; Andrea Barucci 001; Nicola Zoppetti; Simone Agostini; Elena Bertelli; Laura Mercatelli; Vittorio Miele; Roberto Carpi (CAIP Workshops, 2019)

Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study. - Danila Germanese; Sara Colantonio; Mario D'Acunto; Maurizia Brunetto; Veronica Romagnoli; Antonio Salvati (ISCC, 2019)

Radiomics to Support Precision Medicine in Oncology. - Sara Colantonio; Andrea Barucci 001; Danila Germanese (ERCIM News, 2019)

The Digital Health Revolution - Introduction to the Special Theme. - Sara Colantonio; Nicholas Ayache (ERCIM News, 2019)

An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study. - Danila Germanese; Sara Colantonio; Mario D'Acunto; Veronica Romagnoli; Antonio Salvati; Maurizia Brunetto (Sensors, 2019)

UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images. - Rossana Buongiorno; Danila Germanese; Chiara Romei; Laura Tavanti; Annalisa De Liperi; Sara Colantonio (ICPR Workshops (1), 2020)

Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices. - Federica Gioia; Maria Antonietta Pascali; Alberto Greco 001; Sara Colantonio; Enzo Pasquale Scilingo (EMBC, 2021)

A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging. - Sara Colantonio; Antonio Salvati; Claudia Caudai; Ferruccio Bonino; Laura De Rosa; Maria Antonietta Pascali; Danila Germanese; Maurizia Rossana Brunetto; Francesco Faita (ICCCI (CCIS Volume), 2021)

FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging. - 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 003; et al. (CoRR, 2021)

Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. - Andrea Berti; Gianluca Carloni; Sara Colantonio; Maria Antonietta Pascali; Paolo Manghi; Pasquale Pagano; Rossana Buongiorno; Eva Pachetti; Claudia Caudai; Domenico Di Gangi; Emanuele Carlini; Zeno Falaschi; et al. (BHI, 2022)

On the Effectiveness of 3D Vision Transformers for the Prediction of Prostate Cancer Aggressiveness. - Eva Pachetti; Sara Colantonio; Maria Antonietta Pascali (ICIAP Workshops, 2022)

On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet. - Gianluca Carloni; Andrea Berti; Chiara Iacconi; Maria Antonietta Pascali; Sara Colantonio (ICPR Workshops (1), 2022)

Are Active and Assisted Living applications addressing the main acceptance concerns of their beneficiaries? Preliminary insights from a scoping review. - Sara Colantonio; Mladjan Jovanovic; Eftim Zdravevski; Petre Lameski; Hilda Tellioglu; Martin Kampel; Francisco Flórez-Revuelta (PETRA, 2022)

State of the Art of Audio- and Video-Based Solutions for AAL. - 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; et al. (CoRR, 2022)

Cardio-metabolic risk modeling and assessment through sensor-based measurements. - Daniela Giorgi; Luca Bastiani; Maria-Aurora Morales; Maria Antonietta Pascali; Sara Colantonio; Giuseppe Coppini (Int. J. Medical Informatics, 2022)

Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. - Gianluca Carloni; Eva Pachetti; Sara Colantonio (ICCV (Workshops), 2023)

Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals. - Andrea Berti; Rossana Buongiorno; Gianluca Carloni; Claudia Caudai; Giulio Del Corso; Danila Germanese; Eva Pachetti; Maria Antonietta Pascali; Sara Colantonio (Ital-IA, 2023)

Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues. - Riccardo Albertoni; Sara Colantonio; Piotr Skrzypczynski; Jerzy Stefanowski (CoRR, 2023)

Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning. - Francesco Conti 004; 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; et al. (CoRR, 2023)

Computer Vision Tasks for Ambient Intelligence in Children's Health. - Danila Germanese; Sara Colantonio; Marco Del Coco; Pierluigi Carcagnì; Marco Leo (Inf., 2023)

Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models. - Rossana Buongiorno; Giulio Del Corso; Danila Germanese; Leonardo Colligiani; Lorenzo Python; Chiara Romei; Sara Colantonio (J. Imaging, 2023)

Connectivity-Inspired Network for Context-Aware Recognition. - Gianluca Carloni; Sara Colantonio (ECCV Workshops (14), 2024)

Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features. - Giulio Del Corso; Danila Germanese; Maria Antonietta Pascali; Serena Bardelli; Armando Cuttano; Fabrizia Festante; Andrea Guzzetta; Lucia Rocchitelli; Sara Colantonio (FG, 2024)

Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. - Giulio Del Corso; Eva Pachetti; Rossana Buongiorno; Ana Carolina Rodrigues; Danila Germanese; Maria Antonietta Pascali; José G. de Almeida; Nuno Miguel Rodrigues; Manolis Tsiknakis; Nickolas Papanikolaou 003; Daniele Regge; Kostas Marias; et al. (ISBI, 2024)

From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment. - Andrea Berti; Rossana Buongiorno; Gianluca Carloni; Claudia Caudai; Francesco Conti 004; Giulio Del Corso; Danila Germanese; Davide Moroni; Eva Pachetti; Maria Antonietta Pascali; Sara Colantonio (Ital-IA, 2024)

CROCODILE: Causality Aids RObustness via COntrastive DIsentangled LEarning. - Gianluca Carloni; Sotirios A. Tsaftaris; Sara Colantonio (UNSURE@MICCAI, 2024)

Seeing More with Less: Meta-learning and Diffusion Models for Tumor Characterization in Low-Data Settings. - Eva Pachetti; Sara Colantonio (CaPTion@MICCAI, 2024)

In-Bed Pose Estimation: A Review. - Ziya Ata Yazici; Sara Colantonio; Hazim Kemal Ekenel (PerCom Workshops, 2024)

Data and System Traceability for Transparent AI in Medical Imaging. - 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; et al. (SEBD, 2024)

A systematic review of few-shot learning in medical imaging. - Eva Pachetti; Sara Colantonio (Artif. Intell. Medicine, 2024)

Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification. - Eva Pachetti; Sotirios A. Tsaftaris; Sara Colantonio (CoRR, 2024)

Transforming Public Transport Through Responsible AI: Insight from the FAITH Project. - Giuseppe Riccardo Leone; Andrea Carboni; Davide Moroni; Sara Colantonio (ERCIM News, 2024)

Exploiting causality signals in medical images: A pilot study with empirical results. - Gianluca Carloni; Sara Colantonio (Expert Syst. Appl., 2024)

Harnessing topological machine learning in Raman spectroscopy: Perspectives for Alzheimer's disease detection via cerebrospinal fluid analysis. - Francesco Conti 004; 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; et al. (J. Frankl. Inst., 2024)

Few-Shot Conditional Learning: Automatic and Reliable Device Classification for Medical Test Equipment. - Eva Pachetti; Giulio Del Corso; Serena Bardelli; Sara Colantonio (J. Imaging, 2024)

Shedding light on uncertainties in machine learning: formal derivation and optimal model selection. - Giulio Del Corso; Sara Colantonio; Claudia Caudai (J. Frankl. Inst., 2025)

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. - Varvara Kalokyri; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Stelios Sfakianakis; Haridimos Kondylakis; Dimitrios I. Zaridis; Sara Colantonio; Daniele Regge; Nikolaos Papanikolaou 003; ProCAncer-I Consortium; Konstantinos Marias; Dimitrios I. Fotiadis; et al. (CoRR, 2025)

The Role of Causality in Explainable Artificial Intelligence. - Gianluca Carloni; Andrea Berti; Sara Colantonio (WIREs Data. Mining. Knowl. Discov., 2025)