XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasets.
Joseph BullockCarolina Cuesta-LázaroArnau Quera-BofarullPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Keyphrases
- x ray
- convolutional neural network
- medical imaging
- image segmentation
- face detection
- x ray images
- intraoperative
- digital x ray images
- three dimensional
- tomographic images
- projection images
- image guided
- metal oxide
- computed tomography
- ct images
- electron microscopy
- neural network
- transmission electron microscopy
- computer vision
- pre operative
- ct scans
- image registration
- electron beam
- fluoroscopic images
- region growing
- computer assisted
- detection method
- active contours
- high speed
- markov random field
- poor contrast