4.7 Article Proceedings Paper

Unsupervised topological alignment for single-cell multi-omics integration

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Editorial Material Biochemical Research Methods

Computational methods for single-cell omics across modalities

Mirjana Efremova et al.

NATURE METHODS (2020)

Review Genetics & Heredity

Integrative single-cell analysis

Tim Stuart et al.

NATURE REVIEWS GENETICS (2019)

Article Biotechnology & Applied Microbiology

Efficient integration of heterogeneous single-cell transcriptomes using Scanorama

Brian Hie et al.

NATURE BIOTECHNOLOGY (2019)

Article Biochemistry & Molecular Biology

Comprehensive Integration of Single-Cell Data

Tim Stuart et al.

Article Biochemistry & Molecular Biology

Single-Cell Multi-omic Integration Compares and Contrasts Features of Brain Cell Identity

Joshua D. Welch et al.

Article Biochemical Research Methods

Fast, sensitive and accurate integration of single-cell data with Harmony

Ilya Korsunsky et al.

NATURE METHODS (2019)

Article Biotechnology & Applied Microbiology

Dimensionality reduction for visualizing single-cell data using UMAP

Etienne Becht et al.

NATURE BIOTECHNOLOGY (2019)

Article Biotechnology & Applied Microbiology

scAlign: a tool for alignment, integration, and rare cell identification from scRNA-seq data

Nelson Johansen et al.

GENOME BIOLOGY (2019)

Article Biotechnology & Applied Microbiology

Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

Laleh Haghverdi et al.

NATURE BIOTECHNOLOGY (2018)

Article Multidisciplinary Sciences

scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells

Stephen J. Clark et al.

NATURE COMMUNICATIONS (2018)

Review Multidisciplinary Sciences

Scaling single-cell genomics from phenomenology to mechanism

Amos Tanay et al.

NATURE (2017)

Article Biotechnology & Applied Microbiology

MATCHER: manifold alignment reveals correspondence between single cell transcriptome and epigenome dynamics

Joshua D. Welch et al.

GENOME BIOLOGY (2017)

Article Biochemical Research Methods

Single-cell multimodal profiling reveals cellular epigenetic heterogeneity

Lih Feng Cheow et al.

NATURE METHODS (2016)

Article Computer Science, Artificial Intelligence

Unsupervised Image Matching Based on Manifold Alignment

Yuru Pei et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2012)

Article Multidisciplinary Sciences

A global geometric framework for nonlinear dimensionality reduction

JB Tenenbaum et al.

SCIENCE (2000)