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Prototypes for EHR-sequencing and temporal phenotyping. Key methods: sequence models, LSTM, attention mechanism, cluster analysis, word & document embeddings, and other NLP methods.

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Temporal Phenotyping (TPheno)

Introduction

Prototype modules for temporal phenotying based on the EHR-sequencing pipeline.

Please refer to this short summary paper EHR Sequencing for Disease Subtyping for more details

Modules

seqmaker: primary module

to be continued ...

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Prototypes for EHR-sequencing and temporal phenotyping. Key methods: sequence models, LSTM, attention mechanism, cluster analysis, word & document embeddings, and other NLP methods.

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