Navigating the pitfalls of applying machine learning in genomics

Nature Reviews Genetics
Volume 23 Issue 3, March 2022
https://www.nature.com/nrg/volumes/23/issues/3

 

Review Article | 26 November 2021
Navigating the pitfalls of applying machine learning in genomics
Machine learning is widely applied in various fields of genomics and systems biology. In this Review, the authors describe how responsible application of machine learning requires an understanding of several common pitfalls that users should be aware of (and mitigate) to avoid unreliable results.
Sean Whalen, Jacob Schreiber, Katherine S. Pollard