Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks

2015-10-26Unverified0· sign in to hype

Zachary C. Lipton, David C. Kale, Randall C. Wetzel

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Abstract

We present a novel application of LSTM recurrent neural networks to multilabel classification of diagnoses given variable-length time series of clinical measurements. Our method outperforms a strong baseline on a variety of metrics.

Tasks

General Classification Time Series Time Series Analysis

Phenotyping of Clinical Time Series with LSTM Recurrent Neural Networks

Abstract

Tasks

Reproductions