Sara Colantonio

97 papers A* 1A 1B 2C 6Journal 43Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines. IEEE J. Biomed. Health Informatics Haridimos Kondylakis, Richard Osuala, Xènia Puig-Bosch, Noussair Lazrak, Oliver Díaz, Kaisar Kushibar, Ioanna Chouvarda, Stefanie Charalambous, Martijn P. A. Starmans, Sara Colantonio, Nikolaos S. Tachos, Smriti Joshi, Henry C. Woodruff, Zohaib Salahuddin, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Nikolaos Papanikolaou, Philippe Lambin, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis, Luis Martí-Bonmatí, Karim Lekadir
2026	J	`jnl`	Integrating Multimodal Learning and Explainable AI for Enhanced and Interpretable Prostate Lesion Classification. Mach. Learn. Claudio Giovannoni, Carlo Metta, Andrea Berti, Sara Colantonio, Anna Monreale, Francesca Pratesi, Salvatore Rinzivillo
2025	J	`jnl`	AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. CoRR Varvara Kalokyri, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Dimitrios I. Zaridis, Sara Colantonio, Daniele Regge, Nikolaos Papanikolaou, ProCAncer-I Consortium, Konstantinos Marias, Dimitrios I. Fotiadis, Manolis Tsiknakis
2025	—	`conf`	Leveraging AI for signal and image analysis in medicine and health. Ital-IA Marco Cafiso, Andrea Carboni, Claudia Caudai, Sara Colantonio, Francesco Conti, Mario D'Acunto, Said Daoudagh, Giulio Del Corso, Danila Germanese, Giacomo Ignesti, Gianmarco Lazzini, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Francesca Pardini, Maria Antonietta Pascali, Paolo Paradisi, Federico Volpini
2025	J	`jnl`	Parameter-free entropy-regularized multi-view clustering with hierarchical feature selection. CoRR Kristina P. Sinaga, Sara Colantonio, Miin-Shen Yang
2025	—	`conf`	Remind Me of Something? Zero-Shot Learning for Trustworthy Image Comparison in Rolling Stock. ICIAP (Workshops 2) Oscar Papini, Giulio Del Corso, Davide Bulotta, Andrea Carboni, Silvia Gravili, Giuseppe Riccardo Leone, Maria Antonietta Pascali, Davide Moroni, Sara Colantonio
2025	J	`jnl`	Shedding light on uncertainties in machine learning: formal derivation and optimal model selection. J. Frankl. Inst. Giulio Del Corso, Sara Colantonio, Claudia Caudai
2025	—	`conf`	Supporting Cardiac MRI Generation with High Fidelity Digital Twin. ICIAP (Workshops 1) Giulio Del Corso, Claudia Caudai, Roberto Verzicco, Francesco Viola, Sara Colantonio
2025	J	`jnl`	The Role of Causality in Explainable Artificial Intelligence. WIREs Data. Mining. Knowl. Discov. Gianluca Carloni, Andrea Berti, Sara Colantonio
2025	—	`conf`	Towards trustworthy AI in the public transport domain. Ital-IA Giuseppe Riccardo Leone, Andrea Carboni, Giulio Del Corso, Silvia Gravili, Davide Moroni, Maria Antonietta Pascali, Sara Colantonio
2024	J	`jnl`	A systematic review of few-shot learning in medical imaging. Artif. Intell. Medicine Eva Pachetti, Sara Colantonio
2024	J	`jnl`	Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features. J. Imaging Inform. Medicine Giulio Del Corso, Danila Germanese, Claudia Caudai, Giada Anastasi, Paolo Belli, Alessia Formica, Alberto Nicolucci, Simone Palma, Maria Antonietta Pascali, Stefania Pieroni, Charlotte Trombadori, Sara Colantonio, Michela Franchini, Sabrina Molinaro
2024	J	`jnl`	Boosting Few-Shot Learning with Disentangled Self-Supervised Learning and Meta-Learning for Medical Image Classification. CoRR Eva Pachetti, Sotirios A. Tsaftaris, Sara Colantonio
2024	—	`conf`	CROCODILE: Causality Aids RObustness via COntrastive DIsentangled LEarning. UNSURE@MICCAI Gianluca Carloni, Sotirios A. Tsaftaris, Sara Colantonio
2024	J	`jnl`	CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning. CoRR Gianluca Carloni, Sotirios A. Tsaftaris, Sara Colantonio
2024	—	`conf`	Connectivity-Inspired Network for Context-Aware Recognition. ECCV Workshops (14) Gianluca Carloni, Sara Colantonio
2024	J	`jnl`	Connectivity-Inspired Network for Context-Aware Recognition. CoRR Gianluca Carloni, Sara Colantonio
2024	—	`conf`	Data and System Traceability for Transparent AI in Medical Imaging. SEBD 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
2024	J	`jnl`	Exploiting causality signals in medical images: A pilot study with empirical results. Expert Syst. Appl. Gianluca Carloni, Sara Colantonio
2024	B	`conf`	Facial Landmark Identification and Data Preparation Can Significantly Improve the Extraction of Newborns' Facial Features. FG Giulio Del Corso, Danila Germanese, Maria Antonietta Pascali, Serena Bardelli, Armando Cuttano, Fabrizia Festante, Andrea Guzzetta, Lucia Rocchitelli, Sara Colantonio
2024	J	`jnl`	Few-Shot Conditional Learning: Automatic and Reliable Device Classification for Medical Test Equipment. J. Imaging Eva Pachetti, Giulio Del Corso, Serena Bardelli, Sara Colantonio
2024	—	`conf`	From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment. Ital-IA Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Francesco Conti, Giulio Del Corso, Danila Germanese, Davide Moroni, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
2024	J	`jnl`	Harnessing topological machine learning in Raman spectroscopy: Perspectives for Alzheimer's disease detection via cerebrospinal fluid analysis. J. Frankl. Inst. 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
2024	—	`conf`	In-Bed Pose Estimation: A Review. PerCom Workshops Ziya Ata Yazici, Sara Colantonio, Hazim Kemal Ekenel
2024	J	`jnl`	In-Bed Pose Estimation: A Review. CoRR Ziya Ata Yazici, Sara Colantonio, Hazim Kemal Ekenel
2024	—	`conf`	Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. ISBI 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, Daniele Regge, Kostas Marias, ProCAncer-I Consortium, Sara Colantonio
2024	—	`conf`	Seeing More with Less: Meta-learning and Diffusion Models for Tumor Characterization in Low-Data Settings. CaPTion@MICCAI Eva Pachetti, Sara Colantonio
2024	J	`jnl`	Transforming Public Transport Through Responsible AI: Insight from the FAITH Project. ERCIM News Giuseppe Riccardo Leone, Andrea Carboni, Davide Moroni, Sara Colantonio
2023	J	`jnl`	A Systematic Review of Few-Shot Learning in Medical Imaging. CoRR Eva Pachetti, Sara Colantonio
2023	J	`jnl`	Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning. CoRR 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
2023	—	`conf`	Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. ICCV (Workshops) Gianluca Carloni, Eva Pachetti, Sara Colantonio
2023	J	`jnl`	Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. CoRR Gianluca Carloni, Eva Pachetti, Sara Colantonio
2023	J	`jnl`	Computer Vision Tasks for Ambient Intelligence in Children's Health. Inf. Danila Germanese, Sara Colantonio, Marco Del Coco, Pierluigi Carcagnì, Marco Leo
2023	J	`jnl`	Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models. J. Imaging Rossana Buongiorno, Giulio Del Corso, Danila Germanese, Leonardo Colligiani, Lorenzo Python, Chiara Romei, Sara Colantonio
2023	J	`jnl`	Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results. CoRR Gianluca Carloni, Sara Colantonio
2023	—	`conf`	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 Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
2023	—	`ed.`	Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023. Ital-IA Fabrizio Falchi, Fosca Giannotti, Anna Monreale, Chiara Boldrini, Salvatore Rinzivillo, Sara Colantonio
2023	J	`jnl`	Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues. CoRR Riccardo Albertoni, Sara Colantonio, Piotr Skrzypczynski, Jerzy Stefanowski
2023	J	`jnl`	The role of causality in explainable artificial intelligence. CoRR Gianluca Carloni, Andrea Berti, Sara Colantonio
2022	—	`conf`	Are Active and Assisted Living applications addressing the main acceptance concerns of their beneficiaries? Preliminary insights from a scoping review. PETRA Sara Colantonio, Mladjan Jovanovic, Eftim Zdravevski, Petre Lameski, Hilda Tellioglu, Martin Kampel, Francisco Flórez-Revuelta
2022	J	`jnl`	Cardio-metabolic risk modeling and assessment through sensor-based measurements. Int. J. Medical Informatics Daniela Giorgi, Luca Bastiani, Maria-Aurora Morales, Maria Antonietta Pascali, Sara Colantonio, Giuseppe Coppini
2022	—	`conf`	Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. BHI 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, Esther Ciarrocchi, Emanuele Neri, Elena Bertelli, Vittorio Miele, Roberto Carpi, Giulio Bagnacci, Nunzia Di Meglio, M. Antonietta Mazzei, Andrea Barucci
2022	—	`conf`	On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet. ICPR Workshops (1) Gianluca Carloni, Andrea Berti, Chiara Iacconi, Maria Antonietta Pascali, Sara Colantonio
2022	—	`conf`	On the Effectiveness of 3D Vision Transformers for the Prediction of Prostate Cancer Aggressiveness. ICIAP Workshops Eva Pachetti, Sara Colantonio, Maria Antonietta Pascali
2022	J	`jnl`	State of the Art of Audio- and Video-Based Solutions for AAL. CoRR 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
2021	—	`conf`	A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging. ICCCI (CCIS Volume) Sara Colantonio, Antonio Salvati, Claudia Caudai, Ferruccio Bonino, Laura De Rosa, Maria Antonietta Pascali, Danila Germanese, Maurizia Rossana Brunetto, Francesco Faita
2021	—	`conf`	Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices. EMBC Federica Gioia, Maria Antonietta Pascali, Alberto Greco, Sara Colantonio, Enzo Pasquale Scilingo
2021	J	`jnl`	FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging. CoRR 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
2020	—	`conf`	UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images. ICPR Workshops (1) Rossana Buongiorno, Danila Germanese, Chiara Romei, Laura Tavanti, Annalisa De Liperi, Sara Colantonio
2019	J	`jnl`	An E-Nose for the Monitoring of Severe Liver Impairment: A Preliminary Study. Sensors Danila Germanese, Sara Colantonio, Mario D'Acunto, Veronica Romagnoli, Antonio Salvati, Maurizia Brunetto
2019	—	`ed.`	Computer Analysis of Images and Patterns - CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings CAIP Workshops Mario Vento, Gennaro Percannella, Sara Colantonio, Daniela Giorgi, Bogdan J. Matuszewski, Hamideh Kerdegari, Manzoor Razaak
2019	—	`conf`	May Radiomic Data Predict Prostate Cancer Aggressiveness? CAIP Workshops Danila Germanese, Sara Colantonio, Claudia Caudai, Maria Antonietta Pascali, Andrea Barucci, Nicola Zoppetti, Simone Agostini, Elena Bertelli, Laura Mercatelli, Vittorio Miele, Roberto Carpi
2019	C	`conf`	Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study. BIBE Danila Germanese, Elena Bertelli, Simone Agostini, Laura Mercatelli, Sara Colantonio, Vittorio Miele, Maria Antonietta Pascali, Claudia Caudai, Nicola Zoppetti, Roberto Carpi, Andrea Barucci
2019	J	`jnl`	Radiomics to Support Precision Medicine in Oncology. ERCIM News Sara Colantonio, Andrea Barucci, Danila Germanese
2019	J	`jnl`	The Digital Health Revolution - Introduction to the Special Theme. ERCIM News Sara Colantonio, Nicholas Ayache
2019	C	`conf`	Towards Chronic Liver Dysfunction Self-monitoring: a Proof-of-Concept Study. ISCC Danila Germanese, Sara Colantonio, Mario D'Acunto, Maurizia Brunetto, Veronica Romagnoli, Antonio Salvati
2017	J	`jnl`	Lip Segmentation on Hyper-Spectral Images. ERCIM News Alessandro Danielis, Daniela Giorgi, Sara Colantonio
2017	J	`jnl`	Lip segmentation based on Lambertian shadings and morphological operators for hyper-spectral images. Pattern Recognit. Alessandro Danielis, Daniela Giorgi, Marcus Larsson, Tomas Strömberg, Sara Colantonio, Ovidio Salvetti
2017	J	`jnl`	Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 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
2017	J	`jnl`	Persistent homology to analyse 3D faces and assess body weight gain. Vis. Comput. Daniela Giorgi, Maria Antonietta Pascali, Pedro Henríquez, Bogdan J. Matuszewski, Sara Colantonio, Ovidio Salvetti
2017	J	`jnl`	Self-monitoring systems for personalised health-care and lifestyle surveillance. Comput. Biol. Medicine Giuseppe Coppini, Sara Colantonio
2017	B	`conf`	User acceptance of self-monitoring technology to prevent cardio-metabolic diseases: The Wize Mirror. WiMob Giuseppe Coppini, Veronica Chiara Zuccalà, Renata De Maria, Julie-Anne Nazare, Maria-Aurora Morales, Sara Colantonio
2016	J	`jnl`	Face morphology: Can it tell us something about body weight and fat? Comput. Biol. Medicine Maria Antonietta Pascali, Daniela Giorgi, Luca Bastiani, E. Buzzigoli, Pedro Henríquez, Bogdan J. Matuszewski, Maria-Aurora Morales, Sara Colantonio
2016	J	`jnl`	Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 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
2015	A	`conf`	Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment. ICME 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
2015	—	`conf`	Morphological Analysis of 3D Faces for Weight Gain Assessment. 3DOR@Eurographics Daniela Giorgi, Maria Antonietta Pascali, Giovanni Raccichini, Sara Colantonio, Ovidio Salvetti
2015	—	`conf`	Semeoticons - reading the face code of cardio-metabolic risk. IWCIM 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
2015	—	`conf`	Smart Mirror Where I Stand, Who Is the Leanest in the Sand? HCI (9) Marianna Saba, Riccardo Scateni, Fabio Sorrentino, Lucio Davide Spano, Sara Colantonio, Daniela Giorgi, Massimo Magrini, Ovidio Salvetti, Novella Buonaccorsi, Ilaria Vitali
2014	—	`conf`	A Wize Mirror for Lifestyle Improvement. InMed Antonio Benassi, Sara Colantonio, Daniela Giorgi, Massimo Magrini, Massimo Martinelli, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti
2014	—	`conf`	Moving Medical Semeiotics to the Digital Realm - SEMEOTICONS Approach to Face Signs of Cardiometabolic Risk. HEALTHINF Giuseppe Coppini, Riccardo Favilla, Amalia Gastaldelli, Sara Colantonio, Paolo Marraccini
2014	—	`conf`	Personalized Guidance for People Empowerment and Self-efficacy towards Healthy Lifestyles - The Solution Proposed in SEMEOTICONS. HEALTHINF Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
2014	J	`jnl`	SEMEOTICONS: Face Reading to Help People stay Healthy. ERCIM News Sara Colantonio, Daniela Giorgi, Ovidio Salvetti
2014	C	`conf`	SuperResolution-aided Recognition of Cytoskeletons in Scanning Probe Microscopy Images. ICPRAM Sara Colantonio, Mario D'Acunto, Marco Righi, Ovidio Salvetti
2013	C	`conf`	A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. BIBE Franco Chiarugi, Eirini Christinaki, Sara Colantonio, Giuseppe Coppini, Paolo Marraccini, Matthew Pediaditis, Ovidio Salvetti, Manolis Tsiknakis
2012	J	`jnl`	A Knowledge Editing Service for Multisource Data Management in Remote Health Monitoring. IEEE Trans. Inf. Technol. Biomed. Sara Colantonio, Massimo Esposito, Massimo Martinelli, Giuseppe De Pietro, Ovidio Salvetti
2012	—	`conf`	Temporal Analysis of Remotely Sensed Data for the Assessment of COPD Patients' Health Status. CISIS/ICEUTE/SOCO Special Sessions Sara Colantonio, Ovidio Salvetti
2012	—	`conf`	Thesaurus Project: Design of New Autonomous Underwater Vehicles for Documentation and Protection of Underwater Archaeological Sites. EuroMed 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
2011	—	`conf`	Decision Support for the Remote Management of Chronic Patients. MobiHealth Sara Colantonio, Giuseppe De Pietro, Massimo Esposito, Alberto Machì, Massimo Martinelli, Ovidio Salvetti
2011	C	`conf`	Knowledge based Decision Support for the Management of Chronic Patients. KEOD Sara Colantonio, Massimo Martinelli, Ovidio Salvetti, Giuseppe De Pietro, Massimo Esposito, Alberto Machì
2011	—	`conf`	Ontology and Algorithms Integration for Image Analysis. MUSCLE Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
2010	J	`jnl`	Decision support in heart failure through processing of electro- and echocardiograms. Artif. Intell. Medicine Franco Chiarugi, Sara Colantonio, Dimitra Emmanouilidou, Massimo Martinelli, Davide Moroni, Ovidio Salvetti
2010	J	`jnl`	Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications. J. Softw. Eng. Appl. Suzanne Little, Sara Colantonio, Ovidio Salvetti, Petra Perner
2009	C	`conf`	A Decision Support System for Aiding Heart Failure Management. ISDA Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Franco Chiarugi, Dimitra Emmanouilidou
2009	—	`conf`	A Semantic Framework for Mining Novel Knowledge from Multimedia Data. MLDM Posters Sara Colantonio, Igor B. Gurevich, Ovidio Salvetti, Yulia Trusova
2009	J	`jnl`	Diagnosis of Lymphatic Tumors by Case-Based Reasoning on Microscopic Images. Trans. Case Based Reason. Sara Colantonio, Petra Perner, Ovidio Salvetti
2009	—	`—`	Mining Image Content and Visual Information. Theory and Applications. Sara Colantonio
2008	—	`conf`	A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure. SWWS Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Antonio Candelieri, Domenico Conforti, Francesco Perticone, Angela Sciacqua, Christos Biniaris, Andy Marsh
2008	A*	`conf`	An Infrastructure for Mining Medical Multimedia Data. ICDM Sara Colantonio, Ovidio Salvetti, Marco Tampucci
2008	—	`conf`	Biomedical Signal and Image Processing for Decision Support in Heart Failure. MDA Franco Chiarugi, Sara Colantonio, Dimitra Emmanouilidou, Davide Moroni, Ovidio Salvetti
2008	—	`conf`	Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case. HEALTHINF (1) Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani
2007	—	`conf`	An Approach to Decision Support in Heart Failure. SWAP Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Domenico Conforti, Antonio Gualtieri
2007	—	`conf`	Automatic Fuzzy-neural Based Segmentation of Microscopic Cell Images. MDA Sara Colantonio, Igor B. Gurevich, Ovidio Salvetti
2007	—	`conf`	Deformable structures localization and reconstruction in 3D images. VISAPP (Special Sessions) Davide Moroni, Sara Colantonio, Ovidio Salvetti, Mario Salvetti
2007	J	`jnl`	Extraction and Deployment of New Features for Cardiac Shape and Function Representation. ERCIM News Sara Colantonio, Davide Moroni, Ovidio Salvetti
2007	—	`conf`	Thesaurus-Based Ontology on Image Analysis. SAMT Sara Colantonio, Igor B. Gurevich, Massimo Martinelli, Ovidio Salvetti, Yulia Trusova
2006	—	`conf`	Automatic Fuzzy-Neural based Segmentation of Microscopic Cell Images. ICDM (Workshops) Sara Colantonio, Igor B. Gurevich, Ovidio Salvetti
2006	—	`conf`	Shape Comparison and Deformation Analysis in Biomedical Applications. Eurographics Italian Chapter Conference Sara Colantonio, Davide Moroni, Ovidio Salvetti