Evidence-based lab test critical value discovery for ICU patients

• Main Author: Pan, Ziyuan
• Other Authors: Shum Ping
• Format: Final Year Project
• Language: English
• Published: 2018
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/74389
• Institution: Nanyang Technological University

In clinical research, a very common task is to predict the patients’ potential critical conditions in future using the time series data collected from the patients. Recently, due to the growth of deep learning, recurrent neural network (RNN), a traditional deep learning model, is widely used to mode...