A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy.
Emma BeedeElizabeth Elliott BaylorFred HerschAnna IurchenkoLauren WilcoxPaisan RuamviboonsukLaura VardoulakisPublished in: CHI (2020)
Keyphrases
- human centered
- deep learning
- diabetic retinopathy
- automatic detection
- retinal images
- early detection
- ambient intelligence
- blood vessels
- unsupervised learning
- human robot interaction
- machine learning
- medical experts
- computer vision
- breast cancer
- supervised learning
- weakly supervised
- patient data
- object detection
- information extraction
- training set