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A comprehensive scheme of patient similarity based on different types of patient features and the corresponding similarity measurements was proposed. Patient similarity was used in building a predictive model where… Click to show full abstract
A comprehensive scheme of patient similarity based on different types of patient features and the corresponding similarity measurements was proposed. Patient similarity was used in building a predictive model where training samples similar to the index patient were selected instead of randomly selected samples. The predictive models using the proposed patient similarity measurement outperformed those using Euclidean distance based similarity and those not using patient similarity.
Keywords:
measurement based;
similarity measurement;
study patient;
similarity;
patient similarity
Journal Title: Studies in health technology and informatics
Year Published: 2019
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Journal Title: Studies in health technology and informatics
Year Published: 2019
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!