ITM740 Lecture 8
AI applications in healthcare
A substantial proportion of the AI literature analyses data from diagnosis imaging, genetic testing and electrodiagnosis
AI devices mainly fall into two major categories
True
Machine learning (ML) techniques: ______ structured data such as imaging, genetic and EP data
Analyze
Natural language processing (NLP):______ information from unstructured data such as clinical notes/medical journals to
supplement and enrich structured medical data
Extract
ML constructs ____ analytical algorithms to extract features from data
data
Deep learning can explore more complex _______________ in the data
non-linear patterns
Different from the classical neural network, deep learning |_______________ so that
the algorithms can handle complex data with various structures
uses more hidden layers