Purpose Artificial intelligence (AI) models are playing an increasing role in biomedical
research and healthcare services. This review focuses on challenges points to be clarified …

Definition Machine learning (ML) is a study of computer algorithms for automation through
experience. ML is a subset of artificial intelligence (AI) that develops computer systems …

Natural language processing (NLP) stands halfway between computer science
computational linguistics, and it is dedicated to the conversion of written and spoken natural …

The manuscript aims at providing an overview of the published algorithms/automation tool
for artificial intelligence applied to imaging for Healthcare. A PubMed search was performed …

Background Recent advances in performance of natural language processing (NLP)
techniques have spurred wider use and more sophisticated applications of NLP in radiology …

This review article serves to highlight radiological services as a major cost driver for the
healthcare sector, and the potential improvements in productivity and cost savings that can …

Applications of artificial intelligence (AI) in health care, especially machine learning, have
garnered significant attention in the last decade. In radiology, advances in machine learning …

Objectives To assess radiologists' current use of, and opinions on, structured reporting (SR)
in oncologic imaging, and to provide recommendations for a structured report template …

Background Structured reporting has been demonstrated to increase report completeness
and to reduce error rate, also enabling data mining of radiological reports. Still, structured …

Background There is progress to be made in building artificially intelligent systems to detect
abnormalities that are not only accurate but can handle the true breadth of findings that …