Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis.
Wei Tse LiJiayan MaNeil ShendeGrant CastanedaJaideep ChakladarJoseph C. TsaiLauren ApostolChristine O. HondaJingyue XuLindsay M. WongTianyi ZhangAbby LeeAditi GnanasekarThomas K. HondaSelena Z. KuoMichael Andrew YuEric Y. Chang MahadevanWeg M. OngkekoPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- meta analysis
- clinical data
- systematic review
- machine learning
- empirical studies
- medical data
- patient data
- statistical analysis
- raw data
- clinical information
- knowledge discovery
- domain experts
- microarray data
- gene expression profiles
- medical knowledge
- clinical data sets
- patient records
- clinical databases
- mr images
- gene expression
- knowledge acquisition
- data analysis
- learning algorithm
- data mining
- domain knowledge
- reinforcement learning
- decision trees
- clustering algorithm
- feature selection