FPCAM: A Weighted Dictionary-Driven Model for Single-Cell Annotation in Pulmonary Fibrosis

FPCAM: A Weighted Dictionary-Driven Model for Single-Cell Annotation in Pulmonary Fibrosis

The groundbreaking development of scRNA-seq has significantly improved cellular resolution. However, accurate cell-type annotation remains a major challenge. Existing annotation tools are often limited by their reliance on reference datasets, the heterogeneity of marker genes, and subjective biases...

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Bibliographic Details
Main Authors: Guojun Liu, Yan Shi, Hongxu Huang, Ningkun Xiao, Chuncheng Liu, Hongyu Zhao, Yongqiang Xing, Lu Cai
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Biology
Subjects:
cell annotation
scRNA-seq
FPCAM
cell–gene association dictionary
Online Access:https://www.mdpi.com/2079-7737/14/5/479
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