Machine learning algorithms to predict early pregnancy loss after in vitro fertilization-embryo transfer with fetal heart rate as a strong predictor.
Lijue LiuYongxia JiaoXihong LiYan OuyangDanni ShiPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- heart rate
- machine learning algorithms
- transfer learning
- benchmark data sets
- blood pressure
- learning algorithm
- machine learning
- predictive accuracy
- decision trees
- physical activity
- physiological signals
- learning problems
- machine learning methods
- machine learning approaches
- heart rate variability
- learning tasks
- random forests
- ecg signals
- vital signs
- input features
- neural network
- gene expression
- standard machine learning algorithms
- machine learning models
- public health
- learning models
- machine learning and data mining algorithms
- risk factors
- domain specific
- data mining