93 - NLP/ML for clinical data, with Alistair Johnson
NLP Highlights
English - July 22, 2019 22:53 - 37 minutes - 34.2 MB - ★★★★★ - 22 ratingsScience Homepage Download Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: 92 - Computational Humanities, with David Bamman
Next Episode: 94 - Decompositional Semantics, with Aaron White
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/