Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning

no code implementations • 28 Mar 2023 • Jingyang Lin, Junyu Chen, Hanjia Lyu, Igor Khodak, Divya Chhabra, Colby L Day Richardson, Irina Prelipcean, Andrew M Dylag, Jiebo Luo

In this work, we first analyze the correlations between three adverse neonatal outcomes and then formulate the diagnosis of multiple neonatal outcomes as a multi-task learning (MTL) problem.

Feature Importance Multi-Task Learning