Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine.
Guang YangShichun HeDeyu MengMeiqi WeiJianwei CaoHongzhi GuoHe RenZiheng WangPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- machine learning
- genetic algorithm
- human body
- automatic detection
- detection accuracy
- data mining
- decision trees
- false positives
- computational intelligence
- object detection
- neural network
- landmark extraction
- machine learning algorithms
- detection method
- detection algorithm
- real time
- computer science
- data analysis
- detection rate
- upper body
- word segmentation
- medical domain
- learning algorithm
- false alarms
- knowledge acquisition
- information extraction
- multi objective
- text classification
- fuzzy logic
- artificial intelligence
- body parts
- active learning
- pose estimation
- complex background
- bi directional
- machine learning methods
- pattern recognition
- traditional chinese medicine
- supervised learning
- human posture
- artificial neural networks