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Exploration of natural red-shifted rhodopsins using a machine learning-based Bayesian experimental design

Microbial rhodopsins are photoreceptive membrane proteins, which are used as molecular tools in optogenetics. Here, a machine learning (ML)-based experimental design method is introduced for screening rhodopsins that are likely to be red-shifted from representative rhodopsins in the same subfamily....

תיאור מלא

שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Commun Biol
Main Authors: Inoue, Keiichi, Karasuyama, Masayuki, Nakamura, Ryoko, Konno, Masae, Yamada, Daichi, Mannen, Kentaro, Nagata, Takashi, Inatsu, Yu, Yawo, Hiromu, Yura, Kei, Béjà, Oded, Kandori, Hideki, Takeuchi, Ichiro
פורמט: Artigo
שפה:Inglês
יצא לאור: Nature Publishing Group UK 2021
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC7979833/
https://ncbi.nlm.nih.gov/pubmed/33742139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s42003-021-01878-9
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