John Wu

icon indicating a website link https://jhnwu3.github.io/

icon company University of Illinois at Urbana Champaign icon location Champaign-Urbana icon location AI for HealthCare @ UIUC CS

Results 4 issues of John Wu

Data Rework with Medical Coding and Task Template

added timestamp formats required by mimic3, and fixed storageapis so …

…date parsing should work better now. Also more logging for transparency. This pull request introduces enhancements to the `pyhealth` library, focusing on improving dataset handling, task implementation, and testing. Key...

core

fix mortality prediction tasks not considering patients may have hete…

…rogeneous profiles This pull request updates the logic in the `MortalityPrediction` task to improve how visits with insufficient clinical data are excluded and modifies a test configuration for the `MortalityPredictionMIMIC3`...

init commit for testing memory streaming, honestly this is all vibe c…

…oded, will need to test and refine extensively for actual release This pull request introduces a comprehensive streaming mode for large-scale EHR datasets, significantly reducing memory usage by loading patient...