A Pilot Study of Deep Learning Models for Camera based Hand Hygiene Monitoring in ICU.
Weijun HuangJia HuangGuowei WangHongzhou LuMin HeWenjin WangPublished in: EMBC (2023)
Keyphrases
- pilot study
- learning models
- intensive care unit
- intensive care units
- machine learning
- learning algorithm
- semi supervised learning
- loss function
- learning tasks
- machine learning algorithms
- monitoring system
- computer games
- intensive care
- conditional random fields
- learning problems
- classification models
- machine learning models
- pilot project
- learning process
- reinforcement learning
- feature selection
- data sets