Dec 24, 2019 · In this paper, we improve the performance in membrane protein type prediction. The main contributions of the paper are summarized as follows: ...
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In this experiment, the sequence of discriminating membrane protein types can be broadly divided into three steps: creating the required model, performing ...
Jul 26, 2024 · Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning. BMC Bioinform. 20, 1 ...
Nov 27, 2023 · Based on mode of membrane association, membrane proteins can be classified as: Transmembrane proteins, or bitopic proteins, which cross the ...
Oct 1, 2020 · The proposed method analyzes the structure of the membrane proteins using novel Tetra Peptide Pattern (TPP)-based feature extraction technique.
The Training Dataset and Independent Dataset for Eight ...
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Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning. Article. Full-text available. Dec 2019 ...
This paper proposes a novel deep learning-based model that accurately predicts EP. This study introduces a novel deep learning-based model that accurately ...
Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning ... classification of transmembrane ...
Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning ... protein sequence information.
Feb 12, 2022 · , et al. Accurate classification of membrane protein types based on sequence and evolutionary information using deep learning . BMC Bioinf.