Accurate prediction of protein relative solvent accessibility using a balanced model

W Wu, Z Wang, P Cong, T Li - BioData mining, 2017 - Springer
Background Protein relative solvent accessibility provides insight into understanding protein
structure and function. Prediction of protein relative solvent accessibility is often the first …

PCP-GC-LM: single-sequence-based protein contact prediction using dual graph convolutional neural network and convolutional neural network

J Ouyang, Y Gao, Y Yang - BMC bioinformatics, 2024 - Springer
Background Recently, the process of evolution information and the deep learning network
has promoted the improvement of protein contact prediction methods. Nevertheless, still …

Constructing structural profiles for protein torsion angle prediction

Z Aydin, D Baker, WS Noble - International Conference on …, 2015 - scitepress.org
Structural frequency profiles provide important constraints on structural aspects of a protein
and is receiving a growing interest in the structure prediction community. In this paper, we …

[PDF][PDF] A predictor of protein secondary structure based on a continuously updated templet library

P Zhou, M Wen, P Cong, T Li - Hans J. Comput. Biol, 2017 - pdf.hanspub.org
Protein secondary structure prediction is an important field of computational biology.
Although the accuracies of the existed state-of-the-art approaches are more than 80% but …

[HTML][HTML] 酶蛋白质中8 类二级结构的识别

高苏娟 - Hans Journal of Biomedicine, 2021 - hanspub.org
酶是一种具有催化功能的蛋白质, 研究酶蛋白质中的二级结构对研究酶的结构及功能有重要作用
. 本文从酶蛋白质序列出发, 以位点氨基酸和20 种氨基酸n-gap 2 肽组分为参数 …

Template scoring methods for protein torsion angle prediction

Z Aydin, D Baker, WS Noble - … 2015, Lisbon, Portugal, January 12-15 …, 2015 - Springer
Prediction of backbone torsion angles provides important constraints about the 3D structure
of a protein and is receiving a growing interest in the structure prediction community. In this …

DisoMCS: accurately predicting protein intrinsically disordered regions using a multi-class conservative score approach

Z Wang, Q Yang, T Li, P Cong - PloS one, 2015 - journals.plos.org
The precise prediction of protein intrinsically disordered regions, which play a crucial role in
biological procedures, is a necessary prerequisite to further the understanding of the …

[HTML][HTML] 基于可持续更新模板库的蛋白质二级结构预测器

周鹏杰, 文明, 丛培盛, 李通化 - Hans Journal of Computational …, 2017 - hanspub.org
蛋白质二级结构预测是计算生物学研究的重要领域. 虽然现有优秀的机器学习方法的预测准确度
已经超过80%, 但是它们都有共同的缺陷: 不能及时学习最新实测的蛋白质结构信息 …

[引用][C] 大数据与化学数据挖掘

刘言, 蔡文生, 邵学广 - 科学通报, 2015