A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data

Matthew B. A. McDermott
Matthew B. A. McDermott
Bret Nestor
Bret Nestor
Evan Kim
Evan Kim
Wancong Zhang
Wancong Zhang
Cited by: 0|Views16

Abstract:

Multi-task learning (MTL) is a machine learning technique aiming to improve model performance by leveraging information across many tasks. It has been used extensively on various data modalities, including electronic health record (EHR) data. However, despite significant use on EHR data, there has been little systematic investigation of...More

Code:

Data:

Full Text
Bibtex
Your rating :
0

 

Tags
Comments