UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

Deep learning for the PSIPRED Protein Analysis Workbench

Buchan, Daniel WA; Moffat, Lewis; Lau, Andy; Kandathil, Shaun M; Jones, David T; (2024) Deep learning for the PSIPRED Protein Analysis Workbench. Nucleic Acids Research , 52 (W1) W287-W293. 10.1093/nar/gkae328. Green open access

[thumbnail of Deep learning for the PSIPRED Protein Analysis Workbench.pdf]
Preview
PDF
Deep learning for the PSIPRED Protein Analysis Workbench.pdf - Published Version

Download (1MB) | Preview

Abstract

The PSIRED Workbench is a long established and popular bioinformatics web service offering a wide range of machine learning based analyses for characterizing protein structure and function. In this paper we provide an update of the recent additions and developments to the webserver, with a focus on new Deep Learning based methods. We briefly discuss some trends in server usage since the publication of AlphaFold2 and we give an overview of some upcoming developments for the service. The PSIPRED Workbench is available at http://bioinf.cs.ucl.ac.uk/psipred.

Type: Article
Title: Deep learning for the PSIPRED Protein Analysis Workbench
Location: England
Open access status: An open access version is available from UCL Discovery
DOI: 10.1093/nar/gkae328
Publisher version: http://dx.doi.org/10.1093/nar/gkae328
Language: English
Additional information: © The Author(s) 2024. Published by Oxford University Press on behalf of Nucleic Acids Research. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
Keywords: Science & Technology, Life Sciences & Biomedicine, Biochemistry & Molecular Biology, PREDICTION, ACCURACY
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: https://discovery.ucl.ac.uk/id/eprint/10199741
Downloads since deposit
Loading...
19Downloads
Download activity - last month
Loading...
Download activity - last 12 months
Loading...
Downloads by country - last 12 months
1.China
6
2.United Kingdom
5
3.United States
2
4.Finland
1
5.Mexico
1
6.Portugal
1
7.Germany
1
8.Ireland
1

Archive Staff Only

View Item View Item