Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images.
Kenan ErdemMehmet Ali KobatMehmet Nail BilenYunus BalikSevim AlkanFeyzanur CavlakAhmet Kursad PoyrazPrabal Datta BaruaIlknur TuncerSengul DoganMehmet BayginMehmet ErtenTurker TuncerRu San TanU. Rajendra AcharyaPublished in: Int. J. Imaging Syst. Technol. (2023)
Keyphrases
- medical images
- region of interest
- biomedical images
- ct images
- medical image retrieval
- computed tomography
- medical imaging
- feature extraction
- anatomical structures
- computer tomography
- image analysis
- image classification
- deformable models
- medical image analysis
- image data
- input image
- multiscale
- medical data
- mr images
- image intensity
- heart failure
- magnetic resonance images
- ct data
- brain images
- image features
- magnetic resonance imaging
- image segmentation
- magnetic resonance
- x ray images
- ct scans
- segmentation algorithm
- imaging modalities
- image modalities
- extracted features
- medical diagnosis
- segmentation method
- high resolution
- pattern recognition
- computer aided
- image reconstruction
- feature vectors
- image processing
- computer vision