Skip to content

Commit

Permalink
add a new review article published on Briefings in Bioinformatics (#14)
Browse files Browse the repository at this point in the history
  • Loading branch information
hsiaoyi0504 authored and Mikael Huss committed Jan 2, 2020
1 parent 1382c15 commit 589a5fd
Showing 1 changed file with 2 additions and 0 deletions.
2 changes: 2 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,8 @@ You might also want to refer to the [awesome deepbio](https://github.com/gokcene

These are not implementations as such, but contain useful pointers. Because review papers in this field are more time-sensitive, I have added the month of journal publication. Note that the original preprint may in some cases have been available online long before the published version.

**(2019-12) Deep learning of pharmacogenomics resources: moving towards precision oncology** [[Briefings in Bioinformatics](https://academic.oup.com/bib/advance-article/doi/10.1093/bib/bbz144/5669856#186956080)]

**(2019-04) Deep learning: new computational modelling techniques for genomics** [[Nature Reviews Genetics paper](https://www.nature.com/articles/s41576-019-0122-6)]

This is a very nice conceptual review of how deep learning can be used in genomics. It explains how convolutional networks, recurrent networks, graph convolutional networks, autoencoders and GANs work. It also explains useful concepts like multi-modal learning, transfer learning, and model explainability.
Expand Down

0 comments on commit 589a5fd

Please sign in to comment.