Bi-LSTM+Attention for Modeling EHR Data | by Satyam Kumar | Jan, 2023
Essential guide to the diagnosis prediction in healthcare via attention-based Bi-LSTM networkImage by Gerd Altmann from PixabayPredicting future health information or disease using the Electronic Health Record (EHR) is a key use case for research in the healthcare domain. EHR data consists of diagnosis codes, pharmacy codes, and procedure codes. Modeling and Interpreting the model on EHR data is a tedious task due to the high dimensionality of the data.In this article, we will discuss a popular research paper, DIPOLE,…