Istituto Nazionale di Fisica Nucleare
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
The legal and ethical framework governing Body Donation in Europe - 1st update on current practice
Beat M. Riederer, Sophie H. Bolt, Erich Brenner et al.
2012 · 154 Zit.
Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy
Michele Avanzo, M. Porzio, Leda Lorenzon et al.
2021 · 92 Zit.
The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning
Michele Avanzo, Joseph Stancanello, G. Pirrone et al.
2024 · 36 Zit.
Tackling the small data problem in medical image classification with artificial intelligence: a systematic review
Stefano Piffer, Leonardo Ubaldi, Sabina Tangaro et al.
2024 · 23 Zit.
Mortality Prediction of COVID-19 Patients Using Radiomic and Neural Network Features Extracted from a Wide Chest X-ray Sample Size: A Robust Approach for Different Medical Imbalanced Scenarios
Mauro Iori, Carlo Di Castelnuovo, Laura Verzellesi et al.
2022 · 21 Zit.
Enhancing the impact of Artificial Intelligence in Medicine: A joint AIFM-INFN Italian initiative for a dedicated cloud-based computing infrastructure
Alessandra Retico, Michele Avanzo, T. Boccali et al.
2021 · 17 Zit.
Outcome Prediction for SARS-CoV-2 Patients Using Machine Learning Modeling of Clinical, Radiological, and Radiomic Features Derived from Chest CT Images
Lorenzo Spagnoli, Maria Francesca Morrone, Enrico Giampieri et al.
2022 · 7 Zit.
Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation Results
Greta Grillo, Tommaso Torda, C. Voena et al.
2024 · 4 Zit.
Augmenting, Not Replacing: Clinicians’ Perspectives on AI Adoption in Healthcare
F. Sensi, Francesca Lizzi, A. Chincarini et al.
2025 · 3 Zit.
Patient-reported outcomes as predictors of disability evolution in Multiple Sclerosis: An interpretable machine learning approach
Federica Di Antonio, Giampaolo Brichetto, A. Tacchino et al.
2026 · 0 Zit.
AI-Based Medical Imaging of COVID-19: A Visual and Textual Analysis of Scientific Literature
Giovanni Zurlo, Elisabetta Ronchieri
2025 · 0 Zit.
How Do Doctors Perceive AI in Their Medical Practice?
Laura Sartori, Chiara Binelli, Francesca Lizzi et al.
2025 · 0 Zit.
Explainable AI identifies key gait metrics for neurodegenerative disease diagnosis
G. Tiddia, F. Mainas, A. Retico et al.
2026 · 0 Zit.
Deep Learning and Medical Image Analysis: Epistemology and Ethical Issues
Francesca Lizzi, Alessandra Retico, Maria Evelina Fantacci
2023 · 0 Zit.
Human-AI Framework to Investigate New Promising Oncological Radiotherapy Techniques
Camilla Scapicchio, Silvia Arezzini, Antonino Formuso et al.
2025 · 0 Zit.