Visualizing machine learning-based predictions of postpartum depression risk for lay audiences.
Pooja M. DesaiSarah HarkinsSaanjaana RahmanShiveen KumarAlison HermannRochelle JolyYiye ZhangJyotishman PathakJessica KimDeborah D'angeloNatalie C. BendaMeghan Reading TurchioePublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- machine learning
- high risk
- machine learning methods
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- learning algorithm
- risk factors
- decision trees
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- risk management
- machine learning algorithms
- knowledge acquisition
- information extraction
- text classification
- supervised learning
- active learning
- inductive logic programming
- risk measures
- feature selection
- support vector machine
- text mining
- model selection
- knowledge representation
- learning systems
- knowledge discovery
- learning tasks
- data sets
- social networking
- computer science
- machine learning approaches
- decision making
- machine learning and data mining
- risk analysis
- portfolio optimization
- natural language processing