EnsembleNPPred: A Robust Approach to Neuropeptide Prediction and Recognition Using Ensemble Machine Learning and Deep Learning Methods

EnsembleNPPred: A Robust Approach to Neuropeptide Prediction and Recognition Using Ensemble Machine Learning and Deep Learning Methods

Neuropeptides (NPs) are a diverse group of signaling molecules involved in regulating key physiological processes such as pain perception, stress response, mood, appetite, and circadian rhythms. Acting as neurotransmitters, neuromodulators, or neurohormones, they play a critical role in modulating a...

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Bibliographic Details
Main Authors: Supatcha Lertampaiporn, Warin Wattanapornprom, Chinae Thammarongtham, Apiradee Hongsthong
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Life
Subjects:
neuropeptide prediction
prediction model
bioinformatics
ensemble learning
machine learning
combining methods
Online Access:https://www.mdpi.com/2075-1729/15/7/1010
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