Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography.
Myeong Seong YoonGitaek KwonJaehoon OhJongbin RyuJongwoo LimBokyeong KangJuncheol LeeDong-Kyoon HanPublished in: J. Digit. Imaging (2023)
Keyphrases
- learning algorithm
- chest radiographs
- input image
- image data
- single image
- multiscale
- x ray
- pixel level
- image features
- image representation
- contrast enhancement
- template matching
- image analysis
- test images
- image content
- machine learning
- histogram equalization
- feature points
- image segmentation
- training data
- hough transform
- lighting conditions
- computer vision
- low level
- image processing
- retinex theory
- bounding box
- pixel values
- radiographic images
- segmentation method
- object recognition
- medical images
- edge detection
- image retrieval
- region of interest
- image enhancement
- detection method
- image classification
- road signs
- circular hough transform
- active learning