Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes.
Bjorn Kaijun BetzlerEvelyn CheeFeng HeCynthia Ciwei LimJinyi HoHaslina HamzahNgiap Chuan TanGerald LiewGareth J. McKayRuth E. HoggIan S. YoungChing-Yu ChengSu Chi LimAaron Y. LeeTien Yin WongMong-Li LeeWynne HsuGavin Siew Wei TanCharumathi SabanayagamPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- diabetic patients
- diabetes mellitus
- learning algorithm
- blood glucose
- deep architectures
- retinal images
- detection algorithm
- machine learning algorithms
- training data
- image analysis
- learning tasks
- machine learning
- blood vessels
- medical data
- cardiovascular disease
- learning problems
- supervised learning
- active learning
- optical coherence tomography
- back propagation
- fundus images
- detection method
- amyotrophic lateral sclerosis