Use of Deep Neural Networks in the Detection and Automated Classification of Lesions Using Clinical Images in Ophthalmology, Dermatology, and Oral Medicine - A Systematic Review.
Rita Fabiane Teixeira GomesLauren Frenzel SchuchManoela Domingues MartinsEmerson Ferreira HonórioRodrigo Marques de FigueiredoJean SchmithGiovanna Nunes MachadoVinicius Coelho CarrardPublished in: J. Digit. Imaging (2023)
Keyphrases
- neural network
- automated classification
- image analysis
- image data
- three dimensional
- systematic review
- input image
- detection rate
- image database
- skin lesion
- segmentation algorithm
- image registration
- automatic detection
- image features
- object recognition
- image retrieval
- computer aided
- partial occlusion
- complex background
- edge detection
- clinical applications
- micro ct
- cell segmentation
- medical domain
- clinical practice
- segmentation method
- empirical studies
- medical images