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Fig. 1 | BMC Medical Informatics and Decision Making

Fig. 1

From: Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning

Fig. 1

The working pipeline of this study, a PICU EHR data was pulled from GOSH EHR repository and processed to a sequential format compatible with the embedding algorithm, b Embedding models were trained on the extracted PICU EHR sequences and were categorically evaluated, c Clustering of the obtained patient-specific embedding using distance-based metrics, d data-driven cluster interpretation with clinical domain knowledge

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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