Development of a deep learning-based 1D convolutional neural network model for cross-species natural killer T cell identification using peripheral blood mononuclear cell single-cell RNA sequencing data

Development of a deep learning-based 1D convolutional neural network model for cross-species natural killer T cell identification using peripheral blood mononuclear cell single-cell RNA sequencing data

Background and Aim: Natural killer T (NKT) cells exhibit the traits of both T and NK cells. Although their roles have been well studied in humans and mice, limited knowledge is available regarding their roles in dogs and pigs, which serve as models for human immunology. Single-cell RNA sequencing (s...

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Bibliographic Details
Main Authors: Kaj Chokeshaiusaha, Thanida Sananmuang, Denis Puthier, Roongtham Kedkovid
Format: Article
Language:English
Published: Veterinary World 2024-12-01
Series:Veterinary World
Subjects:
1d convolutional neural network
k-means clustering
natural killer t cell
peripheral blood mononuclear cells
single-cell rna sequencing
Online Access:https://www.veterinaryworld.org/Vol.17/December-2024/14.pdf
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