Basic of machine learning and deep learning in imaging for medical physicists
- Resource Type
- Authors
- Luca Bottazzi; N. Maffei; Lidia Strigari; Luigi Manco; S. Strolin; Sara Vichi
- Source
- Physica Medica. 83:194-205
- Subject
- Diagnostic Imaging
Information retrieval
Query string
business.industry
Computer science
Deep learning
Biophysics
General Physics and Astronomy
General Medicine
Automation
030218 nuclear medicine & medical imaging
Machine Learning
Clinical Practice
Medical physicist
03 medical and health sciences
Deep Learning
0302 clinical medicine
Artificial Intelligence
030220 oncology & carcinogenesis
Radiology, Nuclear Medicine and imaging
Artificial intelligence
business
Algorithms
- Language
- ISSN
- 1120-1797
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 5-year 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.