[HTML][HTML] Empirical comparison and recent advances of computational prediction of hormone binding proteins using machine learning methods

H Zulfiqar, Z Guo, BK Grace-Mercure, ZY Zhang… - Computational and …, 2023 - Elsevier
Hormone binding proteins (HBPs) belong to the group of soluble carrier proteins. These
proteins selectively and non-covalently interact with hormones and promote growth …

[HTML][HTML] iGHBP: computational identification of growth hormone binding proteins from sequences using extremely randomised tree

S Basith, B Manavalan, TH Shin, G Lee - Computational and structural …, 2018 - Elsevier
A soluble carrier growth hormone binding protein (GHBP) that can selectively and non-
covalently interact with growth hormone, thereby acting as a modulator or inhibitor of growth …

Prediction of hormone-binding proteins based on K-mer feature representation and naive bayes

Y Guo, L Hou, W Zhu, P Wang - Frontiers in Genetics, 2021 - frontiersin.org
Hormone binding protein (HBP) is a soluble carrier protein that interacts selectively with
different types of hormones and has various effects on the body's life activities. HBPs play an …

Identification of hormone-binding proteins using a novel ensemble classifier

K Wang, S Li, Q Wang, C Hou - Computing, 2019 - Springer
Hormone-binding proteins (HBPs) are important soluble carriers for growth hormones, and
correct recognition of HBPs is crucial to understanding their functions. Therefore, we aimed …

[HTML][HTML] HBPred: a tool to identify growth hormone-binding proteins

H Tang, YW Zhao, P Zou, CM Zhang… - … Journal of Biological …, 2018 - ncbi.nlm.nih.gov
Hormone-binding protein (HBP) is a kind of soluble carrier protein and can selectively and
non-covalently interact with hormone. HBP plays an important role in life growth, but its …

A representation transfer learning approach for enhanced prediction of growth hormone binding proteins

A Yadav, R Sahu, A Nath - Computational Biology and Chemistry, 2020 - Elsevier
Growth hormone binding proteins (GHBPs) are soluble proteins that play an important role
in the modulation of signaling pathways pertaining to growth hormones. GHBPs are …

[PDF][PDF] Identification of hormone binding proteins based on machine learning methods

JX Tan, SH Li, ZM Zhang, CX Chen, W Chen… - Math. Biosci …, 2019 - aimspress.com
The soluble carrier hormone binding protein (HBP) plays an important role in the growth of
human and other animals. HBP can also selectively and non-covalently interact with …

Ensemble learning for hormone binding protein prediction: a promising approach for early diagnosis of thyroid hormone disorders in serum

AH Butt, T Alkhalifah, F Alturise, YD Khan - Diagnostics, 2023 - mdpi.com
Hormone-binding proteins (HBPs) are specific carrier proteins that bind to a given hormone.
A soluble carrier hormone binding protein (HBP), which can interact non-covalently and …

Deep-GHBP: improving prediction of Growth Hormone-binding proteins using deep learning model

F Ali, H Kumar, S Patil, A Ahmad, A Babour… - … Signal Processing and …, 2022 - Elsevier
Growth hormone-binding proteins (GHBPs) are carrier proteins that interact with other
growth hormone proteins in a selective and non-covalent fashion. GHBPs perform significant …

[HTML][HTML] Prediction of MHC binding peptide using Gibbs motif sampler, weight matrix and artificial neural network

SP Singh, BN Mishra - Bioinformation, 2008 - ncbi.nlm.nih.gov
The identification of MHC restricted epitopes is an important goal in peptide based vaccine
and diagnostic development. As wet lab experiments for identification of MHC binding …