Publications by authors named "Sara Colantonio"

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Unlocking the potential of radiomics in identifying fibrosing and inflammatory patterns in interstitial lung disease.
Leonardo Colligiani, Chiara Marzi, Vincenzo Uggenti, Sara Colantonio, Laura Tavanti

Radiol Med· November 2025

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NAVIGATOR: A regional multimodal imaging biobank initiative powered by AI tools for precision medicine in oncology.
Gayane Aghakhanyan, Andrea Barucci, Maria Antonietta Pascali, Massimiliano Assante, Giulio Bagnacci, Sara Colantonio

Eur J Radiol· October 2025

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AI Model Passport: Data and system traceability framework for transparent AI in health.
Varvara Kalokyri, Nikolaos S Tachos, Charalampos N Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Sara Colantonio

Comput Struct Biotechnol J· October 2025

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A review of methods for trustworthy AI in medical imaging: The FUTURE-AI Guidelines.
Haridimos Kondylakis, Richard Osuala, Xenia Puig-Bosch, Noussair Lazrak, Oliver Diaz, Sara Colantonio

IEEE J Biomed Health Inform· September 2025

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An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in Digital Breast Tomosynthesis images.
Andrea Berti, Camilla Scapicchio, Chiara Iacconi, Charlotte Marguerite Lucille Trombadori, Maria Evelina Fantacci, Sara Colantonio

Comput Struct Biotechnol J· June 2025

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FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
Karim Lekadir, Alejandro F Frangi, Antonio R Porras, Ben Glocker, Celia Cintas, Sara Colantonio

BMJ· February 2025

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Differences in technical and clinical perspectives on AI validation in cancer imaging: mind the gap!
Ioanna Chouvarda, Sara Colantonio, Ana S C Verde, Ana Jimenez-Pastor, Leonor Cerdá-Alberich

Eur Radiol Exp· January 2025

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A systematic review of few-shot learning in medical imaging.
Eva Pachetti, Sara Colantonio

Artif Intell Med· October 2024

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Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features.
Giulio Del Corso, Danila Germanese, Claudia Caudai, Giada Anastasi, Paolo Belli, Sara Colantonio

J Imaging Inform Med· August 2024

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

J Imaging· July 2024

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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, Sara Colantonio

J Imaging· December 2023

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3D-Vision-Transformer Stacking Ensemble for Assessing Prostate Cancer Aggressiveness from T2w Images.
Eva Pachetti, Sara Colantonio

Bioengineering (Basel)· August 2023

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Raman spectroscopy and topological machine learning for cancer grading.
Francesco Conti, Mario D'Acunto, Claudia Caudai, Sara Colantonio, Raffaele Gaeta

Sci Rep· May 2023

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Correction: Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns.
Mladjan Jovanovic, Goran Mitrov, Eftim Zdravevski, Petre Lameski, Sara Colantonio

J Med Internet Res· December 2022

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Horticultural Therapy May Reduce Psychological and Physiological Stress in Adolescents with Anorexia Nervosa: A Pilot Study.
Olivia Curzio, Lucia Billeci, Vittorio Belmonti, Sara Colantonio, Lorenzo Cotrozzi

Nutrients· December 2022

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Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns.
Mladjan Jovanovic, Goran Mitrov, Eftim Zdravevski, Petre Lameski, Sara Colantonio

J Med Internet Res· November 2022

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NAVIGATOR: an Italian regional imaging biobank to promote precision medicine for oncologic patients.
Rita Borgheresi, Andrea Barucci, Sara Colantonio, Gayane Aghakhanyan, Massimiliano Assante

Eur Radiol Exp· November 2022

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Cardio-metabolic risk modeling and assessment through sensor-based measurements.
Daniela Giorgi, Luca Bastiani, Maria Aurora Morales, Maria Antonietta Pascali, Sara Colantonio

Int J Med Inform· September 2022

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Bedtime Monitoring for Fall Detection and Prevention in Older Adults.
Jesús Fernández-Bermejo Ruiz, Javier Dorado Chaparro, Maria José Santofimia Romero, Félix Jesús Villanueva Molina, Xavier Del Toro García, Sara Colantonio

Int J Environ Res Public Health· June 2022

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Machine and Deep Learning Prediction Of Prostate Cancer Aggressiveness Using Multiparametric MRI.
Elena Bertelli, Laura Mercatelli, Chiara Marzi, Eva Pachetti, Michela Baccini, Sara Colantonio

Front Oncol· January 2022

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Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices.
Federica Gioia, Maria Antonietta Pascali, Alberto Greco, Sara Colantonio, Enzo Pasquale Scilingo

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Can Magnetic Resonance Radiomics Analysis Discriminate Parotid Gland Tumors? A Pilot Study.
Michela Gabelloni, Lorenzo Faggioni, Simona Attanasio, Vanina Vani, Antonio Goddi, Sara Colantonio

Diagnostics (Basel)· November 2020

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

Sensors (Basel)· August 2019

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A wize mirror for lifestyle improvement.
Antonio Benassi, Sara Colantonio, Daniela Giorgi, Massimo Magrini, Massimo Martinelli

Stud Health Technol Inform· January 2018

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Self-monitoring systems for personalised health-care and lifestyle surveillance.
Giuseppe Coppini, Sara Colantonio

Comput Biol Med· September 2017

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