Open AccessArtificial intelligence in medical imaging
Author(s) -
Iftikhar B. Abbasov
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/2094/3/032008
Subject(s) - medical imaging , field (mathematics) , computer science , medical physics , relation (database) , magnetic resonance imaging , artificial intelligence , computed tomography , data science , medicine , radiology , data mining , mathematics , pure mathematics
This review focuses on current research in medical imaging using artificial intelligence. The application of these technologies in relation to the study of the cardiovascular system is considered. The topic of modern works using X-ray studies, nuclear cardiology, echocardiography, magnetic resonance and computed tomography is analyzed. The increasing influence of modern mobile technologies is emphasized, allowing to remove, transfer medical data to a remote expert for diagnosis. The stages of medical imaging are presented, works are described on the implementation of an artificial neural network in medical imaging, the stages of deep learning in the field of radiology. Works on the technical aspects of the use of threedimensional printing in heart diseases are presented, modern three-dimensional models with physiological qualities can have a prospect of application. Also noted are works devoted to the use of virtual reality in the study of the anatomy of the heart. These technologies will allow doctors to timely select the means and treatment method for effective interaction with the patient.