Jones DT - Search Results

1

A guide to machine learning for biologists.

Greener JG, Kandathil SM, Moffat L, Jones DT. Greener JG, et al. Among authors: jones dt. Nat Rev Mol Cell Biol. 2022 Jan;23(1):40-55. doi: 10.1038/s41580-021-00407-0. Epub 2021 Sep 13. Nat Rev Mol Cell Biol. 2022. PMID: 34518686 Review.

2

Accurate contact predictions using covariation techniques and machine learning.

Kosciolek T, Jones DT. Kosciolek T, et al. Among authors: jones dt. Proteins. 2016 Sep;84 Suppl 1(Suppl Suppl 1):145-51. doi: 10.1002/prot.24863. Epub 2015 Aug 14. Proteins. 2016. PMID: 26205532 Free PMC article.

3

High precision in protein contact prediction using fully convolutional neural networks and minimal sequence features.

Jones DT, Kandathil SM. Jones DT, et al. Bioinformatics. 2018 Oct 1;34(19):3308-3315. doi: 10.1093/bioinformatics/bty341. Bioinformatics. 2018. PMID: 29718112 Free PMC article.

4

Predicting human protein function with multi-task deep neural networks.

Fa R, Cozzetto D, Wan C, Jones DT. Fa R, et al. Among authors: jones dt. PLoS One. 2018 Jun 11;13(6):e0198216. doi: 10.1371/journal.pone.0198216. eCollection 2018. PLoS One. 2018. PMID: 29889900 Free PMC article.

5

Design of metalloproteins and novel protein folds using variational autoencoders.

Greener JG, Moffat L, Jones DT. Greener JG, et al. Among authors: jones dt. Sci Rep. 2018 Nov 1;8(1):16189. doi: 10.1038/s41598-018-34533-1. Sci Rep. 2018. PMID: 30385875 Free PMC article.

6

Prediction of interresidue contacts with DeepMetaPSICOV in CASP13.

Kandathil SM, Greener JG, Jones DT. Kandathil SM, et al. Among authors: jones dt. Proteins. 2019 Dec;87(12):1092-1099. doi: 10.1002/prot.25779. Epub 2019 Jul 27. Proteins. 2019. PMID: 31298436 Free PMC article.

7

Deep learning extends de novo protein modelling coverage of genomes using iteratively predicted structural constraints.

Greener JG, Kandathil SM, Jones DT. Greener JG, et al. Among authors: jones dt. Nat Commun. 2019 Sep 4;10(1):3977. doi: 10.1038/s41467-019-11994-0. Nat Commun. 2019. PMID: 31484923 Free PMC article.

8

Setting the standards for machine learning in biology.

Jones DT. Jones DT. Nat Rev Mol Cell Biol. 2019 Nov;20(11):659-660. doi: 10.1038/s41580-019-0176-5. Nat Rev Mol Cell Biol. 2019. PMID: 31548714 Review. No abstract available.

9

Recent developments in deep learning applied to protein structure prediction.

Kandathil SM, Greener JG, Jones DT. Kandathil SM, et al. Among authors: jones dt. Proteins. 2019 Dec;87(12):1179-1189. doi: 10.1002/prot.25824. Epub 2019 Oct 14. Proteins. 2019. PMID: 31589782 Free PMC article.

10

Improved protein structure prediction using potentials from deep learning.

Senior AW, Evans R, Jumper J, Kirkpatrick J, Sifre L, Green T, Qin C, Žídek A, Nelson AWR, Bridgland A, Penedones H, Petersen S, Simonyan K, Crossan S, Kohli P, Jones DT, Silver D, Kavukcuoglu K, Hassabis D. Senior AW, et al. Among authors: jones dt. Nature. 2020 Jan;577(7792):706-710. doi: 10.1038/s41586-019-1923-7. Epub 2020 Jan 15. Nature. 2020. PMID: 31942072

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My NCBI Filters

Text availability

Article attribute

Article type

Publication date

962 results

Search Page