Smartphone as a monitoring tool for bipolar disorder: a systematic review including data analysis, machine learning algorithms and predictive modelling.
Anna Antosik-WójcinskaMonika DominiakMagdalena ChojnackaKatarzyna Kaczmarek-MajerKarol R. OparaWeronika RadziszewskaAnna OlwertLukasz SwiecickiPublished in: Int. J. Medical Informatics (2020)
Keyphrases
- machine learning algorithms
- systematic review
- data analysis
- machine learning
- benchmark data sets
- learning algorithm
- decision trees
- machine learning methods
- learning problems
- learning tasks
- predictive accuracy
- empirical studies
- machine learning models
- random forests
- machine learning systems
- information visualization
- machine learning approaches
- data mining
- learning models
- input features
- general purpose
- statistical machine learning
- monitoring system
- data structure
- mobile devices
- multi class
- neural network
- tool wear