Deep Learning-Based Multi-Class Segmentation of the Paranasal Sinuses of Sinusitis Patients Based on Computed Tomographic Images.
Jongwook WhangboJuhui LeeYoung Jae KimSeon Tae KimKwang Gi KimPublished in: Sensors (2024)
Keyphrases
- multi class
- deep learning
- ct scans
- tomographic images
- x ray
- medical imaging
- computed tomography
- medical images
- x ray images
- ct images
- support vector machine
- object detection
- pairwise
- unsupervised learning
- machine learning
- image segmentation
- magnetic resonance imaging
- shape prior
- object segmentation
- segmentation method
- segmentation algorithm
- region of interest
- three dimensional
- multiscale
- training data
- feature selection
- weakly supervised
- image analysis
- test images
- active learning
- data sets
- object recognition
- mental models
- computer vision