Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network.
João AfonsoMiguel Mascarenhas SaraivaJoão Pedro Sousa FerreiraHélder CardosoTiago RibeiroPatrícia AndradeMarco P. L. ParenteRenato M. Natal JorgeGuilherme MacedoPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- capsule endoscopy
- automated detection
- small bowel
- computer aided
- tumor detection
- image analysis
- ultrasonic images
- input image
- narrow band
- convolutional neural network
- automated analysis
- cell nuclei
- dermoscopy images
- piecewise smooth
- morphological filters
- computer graphics
- object recognition
- machine learning
- lung cancer
- fractal dimension
- structuring elements
- mathematical morphology
- image registration
- pattern recognition