Deep learning to predict the lab-of-origin of engineered DNA
The synthetic biology era has seen a rapidly growing number of engineered DNA sequences. Here, the authors develop a deep learning method to predict the lab-of-origin of a DNA sequence based on hidden design signatures.
Guardado en:
| Autores principales: | , |
|---|---|
| Formato: | article |
| Lenguaje: | EN |
| Publicado: |
Nature Portfolio
2018
|
| Materias: | |
| Acceso en línea: | https://doaj.org/article/aff74158519949ea8e1e1dec52978d20 |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
| id |
oai:doaj.org-article:aff74158519949ea8e1e1dec52978d20 |
|---|---|
| record_format |
dspace |
| spelling |
oai:doaj.org-article:aff74158519949ea8e1e1dec52978d202021-12-02T17:32:48ZDeep learning to predict the lab-of-origin of engineered DNA10.1038/s41467-018-05378-z2041-1723https://doaj.org/article/aff74158519949ea8e1e1dec52978d202018-08-01T00:00:00Zhttps://doi.org/10.1038/s41467-018-05378-zhttps://doaj.org/toc/2041-1723The synthetic biology era has seen a rapidly growing number of engineered DNA sequences. Here, the authors develop a deep learning method to predict the lab-of-origin of a DNA sequence based on hidden design signatures.Alec A. K. NielsenChristopher A. VoigtNature PortfolioarticleScienceQENNature Communications, Vol 9, Iss 1, Pp 1-10 (2018) |
| institution |
DOAJ |
| collection |
DOAJ |
| language |
EN |
| topic |
Science Q |
| spellingShingle |
Science Q Alec A. K. Nielsen Christopher A. Voigt Deep learning to predict the lab-of-origin of engineered DNA |
| description |
The synthetic biology era has seen a rapidly growing number of engineered DNA sequences. Here, the authors develop a deep learning method to predict the lab-of-origin of a DNA sequence based on hidden design signatures. |
| format |
article |
| author |
Alec A. K. Nielsen Christopher A. Voigt |
| author_facet |
Alec A. K. Nielsen Christopher A. Voigt |
| author_sort |
Alec A. K. Nielsen |
| title |
Deep learning to predict the lab-of-origin of engineered DNA |
| title_short |
Deep learning to predict the lab-of-origin of engineered DNA |
| title_full |
Deep learning to predict the lab-of-origin of engineered DNA |
| title_fullStr |
Deep learning to predict the lab-of-origin of engineered DNA |
| title_full_unstemmed |
Deep learning to predict the lab-of-origin of engineered DNA |
| title_sort |
deep learning to predict the lab-of-origin of engineered dna |
| publisher |
Nature Portfolio |
| publishDate |
2018 |
| url |
https://doaj.org/article/aff74158519949ea8e1e1dec52978d20 |
| work_keys_str_mv |
AT alecaknielsen deeplearningtopredictthelaboforiginofengineereddna AT christopheravoigt deeplearningtopredictthelaboforiginofengineereddna |
| _version_ |
1718380208392765440 |