bioconductor: scmap | Projects | Ecosyste.ms: Papers

10.15252/msb.20188746

Current best practices in single‐cell RNA‐seq analysis: a tutorial
Cited by: 1,173
Author(s): Malte D. Luecken, Fabian J. Theis
Software Mentions: 20
Published: about 5 years ago

CytoTree: an R/Bioconductor package for analysis and visualization of flow and mass cytometry data
Cited by: 13
Author(s): Yuting Dai, Aining Xu, Jianfeng Li, Liang Wu, Shanhe Yu, Jun Chen, Wei‐Li Zhao, Xiao Jian Sun, Jinyan Huang
Software Mentions: 17
Published: over 3 years ago

10.1186/s13059-020-02116-x

Integrative analyses of single-cell transcriptome and regulome using MAESTRO
Cited by: 107
Author(s): Chenfei Wang, Dongqing Sun, Xin Huang, Changxin Wan, Ziyi Li, Ya Han, Qian Qin, Jingyu Fan, Xintao Qiu, Yingtian Xie, Clifford A. Meyer, Myles Brown, Ming Tang, Henry W. Long, Tao Liu, X. Shirley Liu
Software Mentions: 15
Published: almost 4 years ago

10.1016/j.cell.2021.04.048

Integrated analysis of multimodal single-cell data
Cited by: 4,423
Author(s): Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen, William M. Mauck, Shiwei Zheng, Andrew Butler, Madeline Lee, Aaron J. Wilk, Charlotte A. Darby, Michael Zager, Paul Hoffman, Marlon Stoeckius, Efthymia Papalexi, Eleni P. Mimitou, Jaison Jain, Avi Srivastava, T.A. Stuart, Lamar M. Fleming, Bertrand Z. Yeung, Angela J. Rogers, Juliana McElrath, Catherine A. Blish, Raphaël Gottardo, Peter Smibert, Rahul Satija
Software Mentions: 13
Published: about 3 years ago

10.1186/s13059-019-1766-4

scAlign: a tool for alignment, integration, and rare cell identification from scRNA-seq data
Cited by: 74
Author(s): Nelson Johansen, Gerald Quon
Software Mentions: 12
Published: almost 5 years ago

10.1093/gigascience/giaa102

A single-cell RNA-sequencing training and analysis suite using the Galaxy framework
Cited by: 15
Author(s): Mehmet Tekman, Bérénice Batut, Alexander Ostrovsky, Christophe Antoniewski, D. L. Clements, Fidel Ramírez, Graham Etherington, Hans-Rudolf Hotz, Jelle Scholtalbers, Jonathan Manning, Léa Bellenger, Maria A. Doyle, Mohammad Heydarian, Ni Huang, Nicola Soranzo, Pablo Moreno, Stefan Mautner, Irene Papatheodorou, Anton Nekrutenko, James Taylor, Daniel Blankenberg, Rolf Backofen, Björn Grüning
Software Mentions: 12
Published: almost 4 years ago

10.1186/s13059-021-02480-2

Evaluation of some aspects in supervised cell type identification for single-cell RNA-seq: classifier, feature selection, and reference construction
Cited by: 16
Author(s): Wenjing Ma, Kenong Su, Hao Wu
Software Mentions: 12
Published: almost 3 years ago

10.12688/f1000research.22969.2

clustifyr: an R package for automated single-cell RNA sequencing cluster classification
Cited by: 58
Author(s): Rui Fu, Austin E. Gillen, Ryan M. Sheridan, Chengzhe Tian, Michelle Daya, Yue Hao, Jay R. Hesselberth, Kent Riemondy
Software Mentions: 12
Published: about 4 years ago

10.3389/fgene.2019.00629

Single-Cell RNA Sequencing-Based Computational Analysis to Describe Disease Heterogeneity
Cited by: 23
Author(s): Tao Zeng, Hao Dai
Software Mentions: 10
Published: about 5 years ago

10.3389/fonc.2020.00973

Impact of Data Preprocessing on Integrative Matrix Factorization of Single Cell Data
Cited by: 8
Author(s): Lauren Hsu, Aedín C. Culhane
Software Mentions: 10
Published: about 4 years ago

10.15252/msb.20209620

Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models
Cited by: 166
Author(s): Chenling Xu, Romain Lopez, Edouard Mehlman, Jeffrey Regier, Michael I. Jordan, Nir Yosef
Software Mentions: 9
Published: over 3 years ago

10.1093/bib/bbz096

Evaluation of single-cell classifiers for single-cell RNA sequencing data sets
Cited by: 54
Author(s): Xinlei Zhao, Shuang Wu, Nan Fang, Xiao Sun, Jue Fan
Software Mentions: 8
Published: almost 5 years ago

10.1186/s12859-020-3538-2

CIPR: a web-based R/shiny app and R package to annotate cell clusters in single cell RNA sequencing experiments
Cited by: 39
Author(s): H. Atakan Ekiz, Christopher J. Conley, W. Zac Stephens, Ryan M. O’Connell
Software Mentions: 8
Published: about 4 years ago

10.7554/eLife.38519

Insulin mutations impair beta-cell development in a patient-derived iPSC model of neonatal diabetes
Cited by: 106
Author(s): Diego Balboa, Jonna Saarimäki-Vire, Daniel Borshagovski, Mantas Survila, Päivi Lindholm, Emilia Galli, Solja Eurola, Jarkko Ustinov, Heli Grym, Hanna Huopio, Juha Partanen, Kirmo Wartiovaara, Timo Otonkoski
Software Mentions: 8
Published: over 5 years ago

10.1016/j.isci.2021.102870

Single paternal dexamethasone challenge programs offspring metabolism and reveals multiple candidates in RNA-mediated inheritance
Cited by: 14
Author(s): Katharina Gapp, Guillermo E. Parada, Fridolin Groß, Alberto Corcoba, Jasmine Kaur, Evelyn Grau, Martin Hemberg, Johannes Bohacek, Eric A. Miska
Software Mentions: 7
Published: almost 3 years ago

10.3390/cells10050973

Comparative Transcriptomic Analysis of the Hematopoietic System between Human and Mouse by Single Cell RNA Sequencing
Cited by: 5
Author(s): Shaojian Gao, Zhijie Wu, Jeerthi Kannan, Liza Mathews, Xingmin Feng, Sachiko Kajigaya, Neal S. Young
Software Mentions: 7
Published: over 3 years ago

10.12688/f1000research.18490.3

Evaluation of methods to assign cell type labels to cell clusters from single-cell RNA-sequencing data
Cited by: 38
Author(s): J. Javier Díaz-Mejía, Elaine C. Meng, Alexander R. Pico, Sonya A. MacParland, Troy Ketela, Trevor J. Pugh, Gary D. Bader, John H. Morris
Software Mentions: 7
Published: almost 5 years ago

10.3389/fcimb.2021.604129

Using scRNA-seq to Identify Transcriptional Variation in the Malaria Parasite Ookinete Stage
Cited by: 6
Author(s): Kathrin Witmer, Farah A. Dahalan, Tom Metcalf, Arthur M. Talman, Virginia M. Howick, Mara K. N. Lawniczak
Software Mentions: 7
Published: over 3 years ago

10.3389/fonc.2021.666829

Taming Cell-to-Cell Heterogeneity in Acute Myeloid Leukaemia With Machine Learning
Cited by: 2
Author(s): Yara E. Sánchez-Corrales, Ruben V.C. Pohle, Sergi Castellano, Alice Giustacchini
Software Mentions: 7
Published: about 3 years ago

10.1186/s13059-019-1639-x

CellFishing.jl: an ultrafast and scalable cell search method for single-cell RNA sequencing
Cited by: 23
Author(s): K. Sato, Koki Tsuyuzaki, Kentaro Shimizu, Itoshi Nikaido
Software Mentions: 7
Published: over 5 years ago

10.1186/s13059-019-1862-5

scPred: accurate supervised method for cell-type classification from single-cell RNA-seq data
Cited by: 225
Author(s): José Alquicira-Hernández, Anuja Sathe, Hanlee P. Ji, Quan Nguyen, Joseph E. Powell
Software Mentions: 7
Published: over 4 years ago

10.1038/s41598-020-71805-1

Northstar enables automatic classification of known and novel cell types from tumor samples
Cited by: 8
Author(s): Fabio Zanini, Bojk A. Berghuis, Robert C. Jones, Benedetta Nicolis di Robilant, Rachel Yuan Nong, Jeffrey A. Norton, Michael F. Clarke, Stephen R. Quake
Software Mentions: 7
Published: almost 4 years ago

10.7554/eLife.43696

Complementary networks of cortical somatostatin interneurons enforce layer specific control
Cited by: 82
Author(s): Alexander Naka, Julia Veit, Ben Shababo, Rebecca K. Chance, Davide Risso, David Stafford, Benjamin Snyder, Andrew Egladyous, Desiree Chu, Savitha Sridharan, Daniel P. Mossing, Liam Paninski, John Ngai, Hillel Adesnik
Software Mentions: 7
Published: over 5 years ago

10.1371/journal.pone.0243360

DSAVE: Detection of misclassified cells in single-cell RNA-Seq data
Cited by: 2
Author(s): Johan Gustafsson, Jonathan L. Robinson, Juan Salvador Inda-Díaz, Elias Björnson, Rebecka Jörnsten, Jens Nielsen
Software Mentions: 6
Published: over 3 years ago

10.1016/j.celrep.2019.03.104

Notch Signaling Mediates Secondary Senescence
Cited by: 72
Author(s): Yee Voan Teo, Nattaphong Rattanavirotkul, Nelly Olova, Angela Salzano, Andrea Quintanilla, Núria Tarrats, Christos Kiourtis, Miryam Müller, Anthony Green, Peter D. Adams, Juan Carlos Acosta, Tom Bird, Kristina Kirschner, Nicola Neretti, Tamir Chandra
Software Mentions: 6
Published: over 5 years ago

10.1093/bib/bbaa339

FR-Match: robust matching of cell type clusters from single cell RNA sequencing data using the Friedman–Rafsky non-parametric test
Cited by: 9
Author(s): Yun Zhang, Brian D. Aevermann, Trygve E. Bakken, Jeremy A. Miller, Rebecca D. Hodge, Ed Lein, Richard H. Scheuermann
Software Mentions: 5
Published: over 3 years ago

10.1186/s13059-019-1906-x

scRNA-seq assessment of the human lung, spleen, and esophagus tissue stability after cold preservation
Cited by: 257
Author(s): Elo Madissoon, Anna Wilbrey-Clark, Ricardo J. Miragaia, Kourosh Saeb‐Parsy, Krishnaa Mahbubani, Nikitas Georgakopoulos, Philippa Harding, Krzysztof Polański, Ni Huang, Karol Nowicki-Osuch, Rebecca C. Fitzgerald, Kevin Loudon, John R. Ferdinand, Menna R. Clatworthy, Anthi Tsingene, Stijn van Dongen, Monika Dąbrowska, Minal Patel, Michael J T Stubbington, Sarah A. Teichmann, Oliver Stegle, Kerstin B. Meyer
Software Mentions: 5
Published: over 4 years ago

10.3390/genes11070792

Integrating Deep Supervised, Self-Supervised and Unsupervised Learning for Single-Cell RNA-seq Clustering and Annotation
Cited by: 21
Author(s): Liang Chen, Yuyao Zhai, Qiuyan He, Weinan Wang, Minghua Deng
Software Mentions: 5
Published: about 4 years ago

10.3389/fgene.2019.00371

High-Order Correlation Integration for Single-Cell or Bulk RNA-seq Data Analysis
Cited by: 9
Author(s): Hui Tang, Tao Zeng, Luonan Chen
Software Mentions: 5
Published: over 5 years ago

10.1186/s12859-021-04278-2

Single-cell classification using graph convolutional networks
Cited by: 19
Author(s): Tianyu Wang, Junqiang Bai, Sheida Nabavi
Software Mentions: 4
Published: about 3 years ago

10.1371/journal.pone.0205499

CaSTLe – Classification of single cells by transfer learning: Harnessing the power of publicly available single cell RNA sequencing experiments to annotate new experiments
Cited by: 84
Author(s): Yuval Lieberman, Lior Rokach, Tal Shay
Software Mentions: 4
Published: almost 6 years ago

Ecosyste.ms: Papers

Projects: bioconductor: scmap

Papers Mentioning scmap 34