bioRxivBiophysicsPreprint
AI-HEAD: Auto-indexing for Helical assembles' diffraction and fast dynamic structure determination
Taining PeiiD, Mingyang YuiD, Song Li, Danyang ZhangiD, Fei SuniD, Yan ZhangiD
Abstract
Analyzing the structure of the helical assembly is very important to excavate the mechanism of base life activities such as cell morphology maintaining, cargo transportation, et. al. However, the structure determination of helical assembles still challenging due to ambiguous of helical parameters. Here, we developed automatic, fast and accurate helical parameter and structure calculation method AI-HEAD, which perform diffraction indexing and parameter calculation automatically in seconds, and determine the final structure unambiguously by sorting parameters semi-automatically. AI-HEAD is open source and also provides a user-friendly graphical interface.
- assay: structural biology
- research focus: protein structure prediction
- approach: deep learning
- approach: statistical model
- Citations
- 1
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