Machine Learning in Health Informatics: Making Better use of Domain Experts.

Wallace, Byron.


  • Abstract: We present novel machine learning and data mining methods that make real-world learning systems more efficient. We focus on the domain of clinical informatics, an archetypical example of a field overwhelmed with information. Due to properties inherent to clinical informatics tasks -- and indeed, to many tasks that require specialized domain knowledge -- `off-the-shelf' machine learning t... read more
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