Literature DB >> 34316055

Artificial intelligence in structural biology is here to stay.

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Abstract

Entities:  

Keywords:  Machine learning; Proteomics; Structural biology

Mesh:

Year:  2021        PMID: 34316055     DOI: 10.1038/d41586-021-02037-0

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


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  3 in total

1.  Highly accurate protein structure prediction for the human proteome.

Authors:  John Jumper; Demis Hassabis; Kathryn Tunyasuvunakool; Jonas Adler; Zachary Wu; Tim Green; Michal Zielinski; Augustin Žídek; Alex Bridgland; Andrew Cowie; Clemens Meyer; Agata Laydon; Sameer Velankar; Gerard J Kleywegt; Alex Bateman; Richard Evans; Alexander Pritzel; Michael Figurnov; Olaf Ronneberger; Russ Bates; Simon A A Kohl; Anna Potapenko; Andrew J Ballard; Bernardino Romera-Paredes; Stanislav Nikolov; Rishub Jain; Ellen Clancy; David Reiman; Stig Petersen; Andrew W Senior; Koray Kavukcuoglu; Ewan Birney; Pushmeet Kohli
Journal:  Nature       Date:  2021-07-22       Impact factor: 69.504

2.  Accurate prediction of protein structures and interactions using a three-track neural network.

Authors:  Minkyung Baek; Frank DiMaio; Ivan Anishchenko; Justas Dauparas; Sergey Ovchinnikov; Gyu Rie Lee; Jue Wang; Qian Cong; Lisa N Kinch; R Dustin Schaeffer; Claudia Millán; Hahnbeom Park; Carson Adams; Caleb R Glassman; Andy DeGiovanni; Jose H Pereira; Andria V Rodrigues; Alberdina A van Dijk; Ana C Ebrecht; Diederik J Opperman; Theo Sagmeister; Christoph Buhlheller; Tea Pavkov-Keller; Manoj K Rathinaswamy; Udit Dalwadi; Calvin K Yip; John E Burke; K Christopher Garcia; Nick V Grishin; Paul D Adams; Randy J Read; David Baker
Journal:  Science       Date:  2021-07-15       Impact factor: 47.728

  3 in total
  2 in total

Review 1.  AlphaFold, Artificial Intelligence (AI), and Allostery.

Authors:  Ruth Nussinov; Mingzhen Zhang; Yonglan Liu; Hyunbum Jang
Journal:  J Phys Chem B       Date:  2022-08-17       Impact factor: 3.466

2.  Mining folded proteomes in the era of accurate structure prediction.

Authors:  Charles Bayly-Jones; James C Whisstock
Journal:  PLoS Comput Biol       Date:  2022-03-25       Impact factor: 4.475

  2 in total

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