Basic of machine learning and deep learning in imaging for medical physicists

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 using the query string to identify the proposed approaches (algorithms/automation tools) for artificial intelligence (machine and deep learning) in a 5year period. The distribution of manuscript in the various disciplines and the investigated image types according to the AI approaches are presented. The limitation and opportunity of AI application in the clinical practice or in the next future research is discussed.

Automated summary

The manuscript provides an overview of algorithms/automation tools for artificial intelligence applied to imaging in Healthcare, identified through a PubMed search. It presents the distribution of manuscripts in various disciplines and the types of images investigated based on AI approaches. The limitations and opportunities of AI application in clinical practice or future research are discussed.