Harini Suresh

Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU

2018 · arXiv (Cornell University)

Machine learning approaches have been effective in predicting adverse outcomes in different clinical settings. These models are often developed and evaluated on datasets with heterogeneous patient populations. However, good predictive performance on the aggregate population …