Systematic review of deep learning image analyses for the diagnosis and monitoring of skin disease.
Shern Ping ChoyByung Jin KimAlexandra PaolinoWei Ren TanSarah Man Lin LimJessica SeoSze Ping TanLuc FrancisTeresa TsakokMichael SimpsonJonathan N. W. N. BarkerMagnus D. LynchMark S. CorbettCatherine H. SmithSatveer K. MahilPublished in: npj Digit. Medicine (2023)
Keyphrases
- deep learning
- systematic review
- image content
- image features
- input image
- image classification
- single image
- multiscale
- image representation
- image retrieval
- empirical studies
- unsupervised learning
- unsupervised feature learning
- machine learning
- color histogram
- lighting conditions
- active learning
- co occurrence
- weakly supervised
- high resolution
- image processing
- feature selection