Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET.
Inês DominguesGisèle PereiraPedro MartinsHugo DuarteJoão A. M. SantosPedro Henriques AbreuPublished in: Artif. Intell. Rev. (2020)
Keyphrases
- medical imaging
- deep learning
- systematic review
- imaging modalities
- computed tomography
- magnetic resonance imaging
- medical images
- x ray
- ct images
- empirical studies
- positron emission tomography
- medical image processing
- magnetic resonance
- medical image analysis
- image guided
- image registration
- unsupervised learning
- image processing
- unsupervised feature learning
- anatomical structures
- image analysis
- ct scans
- magnetic resonance images
- image segmentation
- ct data
- machine learning
- mental models
- image reconstruction
- computer aided diagnosis
- clinical applications
- remote sensing
- image guided surgery
- brain imaging
- computer vision
- surgical procedures
- weakly supervised
- mr images
- volumetric data
- mri brain
- object recognition