14 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Learning and DiSentangling Patient Static Information from Time-series Electronic HEalth Record (STEER)
Wei Liao, Joel Voldman
Recent work in machine learning for healthcare has raised concerns about patient privacy and algorithmic fairness. For example, previous work has shown that patient self-reported r…
cs.DB2023★ 14 cited
A Multidatabase ExTRaction PipEline (METRE) for Facile Cross Validation in Critical Care Research
Wei Liao, Joel Voldman
Transforming raw EHR data into machine learning model-ready inputs requires considerable effort. One widely used EHR database is Medical Information Mart for Intensive Care (MIMIC)…
physics.flu-dyn2018
Microfluidic tools for assaying immune cell function
Joel Voldman
Joel Voldman is a professor in the Electrical Engineering and Computer Science Department at MIT. Here he describes his labs efforts to develop microfluidic devices for cell manipu…