Leonardo Ubaldi

Tackling the small data problem in medical image classification with artificial intelligence: a systematic review

2024 · 27 Zit. · Progress in Biomedical Engineering

Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study

2024 · 8 Zit. · PLoS ONE

Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice

2024 · 4 Zit. · Physica Medica

HOW TO DEAL THE SMALL DATA ISSUE IN ARTIFICIAL INTELLIGENCE WITHIN MEDICAL IMAGE CLASSIFICATION: A SYSTEMATIC REVIEW

2023 · 0 Zit. · Physica Medica

Automated population of structured magnetic resonance imaging staging reports for rectal cancer from free-text radiology reports using deep learning–based natural language processing

2026 · 0 Zit. · Journal of Medical Imaging and Interventional Radiology

Natural Language Processing Transformer-based system for the translation of COVID-19 CT Free-Text Reports into Structured Radiological Reports: the role of data quality

2023 · 0 Zit.