PneuNetV1: A Deep Neural Network for Classification of Pneumothorax Using CXR Images.
Mahendra Kumar GourisariaVinayak SinghRajdeep ChatterjeeSanjaya Kumar PandaManas Ranjan PradhanBiswaranjan AcharyaPublished in: IEEE Access (2023)
Keyphrases
- neural network
- image classification
- image data
- pattern recognition
- image database
- image analysis
- three dimensional
- image registration
- learning vector quantization
- handwritten digits
- object recognition
- input image
- machine learning
- image collections
- test images
- image regions
- preprocessing stage
- ground truth
- image features
- feature extraction
- image retrieval
- supervised learning
- edge detection
- support vector
- decision trees
- extracted features
- incremental learning
- classification accuracy
- multiscale
- feature points
- feature vectors
- skin lesion
- learning algorithm
- neural network is trained
- pigmented skin lesions
- high resolution computed tomography
- computer vision
- similarity measure
- feature maps
- multi layer perceptron
- segmentation method
- feature space
- training set
- artificial neural networks
- support vector machine