93 - NLP/ML for clinical data, with Alistair Johnson

In this episode, we invite Alistair Johnson to discuss the main
challenge in applying NLP/ML to clinical domains: the lack of data.
We discuss privacy concerns, de-identification, synthesizing
records, legal liabilities and data heterogeneity. We also discuss
how the MIMIC dataset evolved over the years, how it is being used,
and some of the under-explored ways in which it can be used.
Alistair’s homepage: http://alistairewj.github.io/ MIMIC dataset:
https://mimic.physionet.org/