Sara Colantonio

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" — Italy

Medicine · Health Sciences

17h-index1.3kcitations168works8.92yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(30), AI in cancer detection(28), Artificial Intelligence in Healthcare and Education(16), Context-Aware Activity Recognition Systems(13), Biomedical Text Mining and Ontologies(12)

Publications168 total

A Survey on Good AI: User-Centric AI Design in Healthcare
Smart innovation, systems and technologies·2026
Unlocking the potential of radiomics in identifying fibrosing and inflammatory patterns in interstitial lung disease
La radiologia medica·2025· 2 citedOpen Access
NAVIGATOR: A regional multimodal imaging biobank initiative powered by AI tools for precision medicine in oncology
European Journal of Radiology·2025· 2 citedOpen Access
AI Model Passport: Data and System Traceability Framework for Transparent AI in Health
arXiv (Cornell University)·2025Open Access
The Role of Causality in Explainable Artificial Intelligence
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery·2025· 16 citedOpen Access
Author response for "Descriptor: Not-A-DAtabase of Synthetic Shapes Benchmarking Dataset (NADA-SynShapes)"
2025
Author response for "Descriptor: Not-A-DAtabase of Synthetic Shapes Benchmarking Dataset (NADA-SynShapes)"
2025
Author response for "Descriptor: Not-A-DAtabase of Synthetic Shapes Benchmarking Dataset (NADA-SynShapes)"
2025
FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
BMJ·2025· 209 citedOpen Access
Shedding light on uncertainties in machine learning: formal derivation and optimal model selection
Journal of the Franklin Institute·2025· 7 citedOpen Access
Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!
European Radiology Experimental·2025· 5 citedOpen Access
Descriptor: Not-A-DAtabase of Synthetic Shapes Benchmarking Dataset (NADA-SynShapes)
IEEE data descriptions.·2025· 1 citedOpen Access
An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in Digital Breast Tomosynthesis images
Computational and Structural Biotechnology Journal·2025· 1 citedOpen Access
Remote Monitoring of Vital Signs
Intelligent systems reference library·2025Open Access
Standardizing Data and Metadata: Experiences from Three AI4HI Projects
2025
A review of methods for trustworthy AI in medical imaging: The FUTURE-AI Guidelines
IEEE Journal of Biomedical and Health Informatics·2025· 2 citedOpen Access
Clinical Validation in AI for Healthcare: An Experiential Learning
2025· 1 cited
AI Models in Cancer Diagnosis and Prognosis
2025
AI Model Passport: Data and system traceability framework for transparent AI in health
Computational and Structural Biotechnology Journal·2025· 2 citedOpen Access
A Smart Mirror to Your Health: Personalized Virtual Coaching for Active and Healthy Ageing
Intelligent systems reference library·2025Open Access
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Frequent Co-authors

Ovidio Salvetti(19), Maria Antonietta Pascali(16), Massimo Martinelli(11), Danila Germanese(8), Kostas Marias(7), Manolis Tsiknakis(7), Daniela Giorgi(7), Davide Moroni(7), Eva Pachetti(6), Giuseppe Coppini(6), Gianluca Carloni(6), Franco Chiarugi(5), Claudia Caudai(5), Luis Martí‐Bonmatí(4), Bogdan J. Matuszewski(4), Paolo Marraccini(4), Andrea Berti(4), I. B. Gurevich(4), Karim Lekadir(3), Gianna Tsakou(3)