Rossana Buongiorno

Fondazione Toscana Gabriele Monasterio — Italy

Medicine · Health Sciences

2h-index19citations13works1.72yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

Radiomics and Machine Learning in Medical Imaging(5), COVID-19 diagnosis using AI(4), Artificial Intelligence in Healthcare and Education(3), Lung Cancer Diagnosis and Treatment(2), Cardiovascular Function and Risk Factors(2)

Publications13 total

Towards patient-specific hemodynamics of the aorta: A comprehensive CT-guided approach for moving boundary CFD simulations
Computers in Biology and Medicine·2025· 1 cited
Automatic quantification of left atrium volume for cardiac rhythm analysis leveraging 3D residual UNet for time-varying segmentation of ECG-gated CT
Computational and Structural Biotechnology Journal·2025· 2 citedOpen Access
Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer
2024· 2 cited
Enhancing COVID-19 CT Image Segmentation: A Comparative Study of Attention and Recurrence in UNet Models
Journal of Imaging·2023· 3 citedOpen Access
AI trustworthiness in prostate cancer imaging: a look at algorithmic and system transparency<sup>*</sup>
2023· 2 citedOpen Access
CONVOLUTIONAL NEURAL NETWORKS FOR CLASSIFICATION OF COVID19 X-RAYS IMAGES
Physica Medica·2023
Introduction to Machine Learning in Medicine
Imaging informatics for healthcare professionals·2023Open Access
Artificial intelligence for chest imaging against COVID-19: an insight into image segmentation methods
Elsevier eBooks·2023· 2 citedOpen Access
List of contributors
Elsevier eBooks·2023
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)·2022· 1 citedOpen Access
SI-Lab Annual Research Report 2021
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
UIP-Net: A Decoder-Encoder CNN for the Detection and Quantification of Usual Interstitial Pneumoniae Pattern in Lung CT Scan Images
Lecture notes in computer science·2021· 5 citedOpen Access
SI-Lab Annual Research Report 2020
HAL (Le Centre pour la Communication Scientifique Directe)·2021· 1 citedOpen Access

Frequent Co-authors

Sara Colantonio(11), Danila Germanese(8), Chiara Romei(5), Eva Pachetti(4), Maria Antonietta Pascali(4), Claudia Caudai(4), Giulio Del Corso(3), Leonardo Colligiani(3), Andrea Berti(3), Daniele Regge(2), Nickolas Papanikolaou(2), Kostas Marias(2), Manolis Tsiknakis(2), Francesca Dell’Agnello(2), Katia Capellini(2), Simona Celi(2), Salvatore Claudio Fanni(2), Gianluca Carloni(2), Roberto Carpi(2), Andrea Barucci(2)