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Reaching alignment-profile-based accuracy in predicting protein secondary and tertiary structural properties without alignment

Abstract Protein language models have emerged as an alternative to multiple sequence alignment for enriching sequence information and improving downstream prediction tasks such as biophysical, structural, and functional properties. Here we show that a method called SPOT-1D-LM combines traditional on...

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書誌詳細
主要な著者: Jaspreet Singh, Kuldip Paliwal, Thomas Litfin, Jaswinder Singh, Yaoqi Zhou
フォーマット: Artigo
言語:Inglês
出版事項: Nature Portfolio 2022-05-01
シリーズ:Scientific Reports
オンライン・アクセス:https://doi.org/10.1038/s41598-022-11684-w
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