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cs.LG2018
Extended Vertical Lists for Temporal Pattern Mining from Multivariate Time Series
Anton Kocheturov, Petar Momcilovic, Azra Bihorac +1
Temporal Pattern Mining (TPM) is the problem of mining predictive complex temporal patterns from multivariate time series in a supervised setting. We develop a new method called th…
cs.HC2018
Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study
Meghan Brennan, Sahil Puri, Tezcan Ozrazgat-Baslanti +6
Background: Major postoperative complications are associated with increased short and long-term mortality, increased healthcare cost, and adverse long-term consequences. The large…