Jinzhun Wu

DeepDiagnosis: DNN-Based Diagnosis Prediction from Pediatric Big Healthcare Data

2018

Mining electronic health records (EHRs) has been considered as a major decision-making tool for clinical diagnosis. In fact, it is difficult to extract the valuable information from EHRs due to free-text writing, incomplete description, and …

Intelligent diagnosis with Chinese electronic medical records based on convolutional neural networks

2019 · BMC Bioinformatics

BACKGROUND: Benefiting from big data, powerful computation and new algorithmic techniques, we have been witnessing the renaissance of deep learning, particularly the combination of natural language processing (NLP) and deep neural networks. The advent of …