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BME 477 Data Science and Machine Learning in Medicine
Methods of data science and machine learning in the context of medical decision support. Types of data and models. Data visualization. Descriptive statistics. Analysis of variance. Dimensionality reduction. Clustering. Models and evaluation methods for classification problems and estimation problems. Deep learning. Extensive use of MATLAB.
Typically offered in Spring only