Patient Subtyping via Time-Aware LSTM Networks
using a novel Time-Aware LSTM (T-LSTM), which is a modi•ed LSTM architecture that takes the elapsed time into consideration between the consecutive elements of a sequence to adjust the mem-ory content of the unit. T-LSTM is designed to incorporate the time irregularities in the memory unit to improve the performance ................
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