関連する実験動画

Updated: Feb 14, 2026

Nuclei Isolation from Fresh Frozen Brain Tumors for Single-Nucleus RNA-seq and ATAC-seq
06:22

Nuclei Isolation from Fresh Frozen Brain Tumors for Single-Nucleus RNA-seq and ATAC-seq

Published on: August 25, 2020

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scIRT:SMOTEとNMFを組み合わせることで,単細胞RNA-Seqデータの推定と寸法縮小

Yunwen Mou1, Shuchao Li1, Guoli Ji1

  • 1Department of Automation, Xiamen University, Xiamen 361005, China.

International journal of molecular sciences
|February 13, 2026
PubMed
まとめ

単細胞RNAシーケンシング (scRNA-seq) データには,しばしば欠けている値があります. 私たちの scIRT ツールは,これらの欠落したデータを効果的に割り込み,同時に次元性を減少させ,下流の細胞クラスタリングと分析を改善します.

キーワード:
NMFは,NMFによって作られています.スモート (SMOTE) とはクラスタリング,クラスタリング.ドロップアウト ドロップアウト単細胞RNA-seqデータ

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