greenelab/deep-review
A collaboratively written review paper on deep learning, genomics, and precision medicine
3 Releases
Latest: 8y ago
Journal of the Royal Society Interface accepted versionv1.0Latest
agitter·8y ago·March 12, 2018📋 Changes
- Clarifications to the abstract, introduction, glossary table, and augmented training discussion
- A few additional references
- Updates to the build process, including versioned webpages
Journal resubmission, second preprint submissionv0.10
agitter·8y ago·January 19, 2018📋 Changes
- New sections on protein-protein interactions, MHC-peptide binding, graph convolutions, neuroscience, model uncertainty, natural language processing in healthcare, and cryo-electron microscopy.
- Major revisions to the transcription factor, promoter and enhancer, chemical representation, and evaluation sections.
- A table and figures to introduce neural network architectures.
- 9 new authors and over 100 new references.
- [Manubot](https://github.com/greenelab/manubot) upgrades.
- Typo, grammar, and formatting corrections.
First Preprint Submissionv0.9-preprint
cgreene·9y ago·May 29, 2017This is the git commit associated with the first submission to bioRxiv ([webpage](https://www.biorxiv.org/content/early/2017/05/28/142760), [pdf](https://www.biorxiv.org/content/biorxiv/early/2017/05/28/142760.full.pdf)). The bioRxiv preprint has DOI `10.1101/142760` and the HTML permalink is [here](https://greenelab.github.io/deep-review/v/fb6f113a21059f342fb1f571713d7e3cd01cbeb2/).