Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification

Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020

Recommended citation: M.T. Lash and W.N. Street, Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification, in Bioinformatics and Biomedicine (BIBM), 2020 IEEE International Conference on, pp. 2610-2617, 2020. http://michael-lash.github.io/files/personalized_cvd_ic_bibm2020.pdf

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We propose an inverse classification framework for longitudinal data to take advantage of an instance's progression over time.

Recommended citation: M.T. Lash and W.N. Street, Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification, in Bioinformatics and Biomedicine (BIBM), 2020 IEEE International Conference on, pp. 2610-2617, 2020.