Patient representation learning

Closely related to Language models for health records.

Zhu2016measuring uses Convolutional neural network to learn similarities between patients.

Dligach2018learning uses diagnoses, procedures, and CPT codes to learn patient representations.

Zhang2018Patient2Vec: RNN + Attention mechanism.

Darabi2020TAPER TAPER: Time-Aware Patient EHR Representation.

Language models for health records < >