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Table 1 Base models for diagnosis prediction

From: Incorporating medical code descriptions for diagnosis prediction in healthcare

Base model

Visit modeling

Attention mechanism

 

FC

GRU

Location

Graph

MLP

√

   

RNN [2–4]

 

√

  

RNN a [2]

 

√

√

 

Dipole [2]

 

√

√

 

RETAIN [4]

 

√

√

 

GRAM [3]

 

√

 

√