6 citations · 18 across the 13 of their papers we have counts for
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q-bio.GN2024
Pretrained-Guided Conditional Diffusion Models for Microbiome Data Analysis
Xinyuan Shi, Fangfang Zhu, Wenwen Min
Emerging evidence indicates that human cancers are intricately linked to human microbiomes, forming an inseparable connection. However, due to limited sample sizes and significant…
q-bio.GN2024★ 1 cited
Masked Graph Autoencoders with Contrastive Augmentation for Spatially Resolved Transcriptomics Data
Donghai Fang, Fangfang Zhu, Dongting Xie +1
With the rapid advancement of Spatial Resolved Transcriptomics (SRT) technology, it is now possible to comprehensively measure gene transcription while preserving the spatial conte…
q-bio.GN2024★ 6 cited
stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation
Xiaoyu Li, Wenwen Min, Shunfang Wang +2
Spatially resolved transcriptomics represents a significant advancement in single-cell analysis by offering both gene expression data and their corresponding physical locations. Ho…