What are some of the top machine learning methods or algorithms used in biomedical studies.
Hello, you can use the genetic algorithm, particle swarm optimization, and imperialist competitive algorithm.
There are two types of learning algorithms in Machine learning. One is Supervised (Naive Bayes, K-NN, SVM, Decision Tree etc.) and other is Unsupervised (Clustering). So, these two types are using for various purposes and applications in biomedical studies. Any sort of data analysis or prediction can be done either by supervised or unsupervised strategies. You may follow the below papers for your initial ideas,
http://seekdl.org/nm.php?id=2308
http://link.springer.com/chapter/10.1007/978-3-319-50478-0_10
GA, SVM, PSO; depending on the nature of the problem to be solved, you can also try out some hybridization.
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