513 citations · 686 across the 11 of their papers we have counts for
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cs.AI2017★ 2 cited
Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models
Mohammad Amin Morid, Olivia R. Liu Sheng, Samir Abdelrahman
Patient time series classification faces challenges in high degrees of dimensionality and missingness. In light of patient similarity theory, this study explores effective temporal…
cs.LG2017★ 3 cited
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction
Mohammad Amin Morid, Olivia R. Liu Sheng, Samir Abdelrahman
To date, developing a good model for early intensive care unit (ICU) mortality prediction is still challenging. This paper presents a patient based predictive modeling framework (P…