High-Dimensional Single Cell Analysis

High-Dimensional Single Cell Analysis
Author :
Publisher : Springer
Total Pages : 224
Release :
ISBN-10 : 9783642548277
ISBN-13 : 364254827X
Rating : 4/5 (77 Downloads)

Book Synopsis High-Dimensional Single Cell Analysis by : Harris G. Fienberg

Download or read book High-Dimensional Single Cell Analysis written by Harris G. Fienberg and published by Springer. This book was released on 2014-04-22 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume highlights the most interesting biomedical and clinical applications of high-dimensional flow and mass cytometry. It reviews current practical approaches used to perform high-dimensional experiments and addresses key bioinformatic techniques for the analysis of data sets involving dozens of parameters in millions of single cells. Topics include single cell cancer biology; studies of the human immunome; exploration of immunological cell types such as CD8+ T cells; decipherment of signaling processes of cancer; mass-tag cellular barcoding; analysis of protein interactions by proximity ligation assays; Cytobank, a platform for the analysis of cytometry data; computational analysis of high-dimensional flow cytometric data; computational deconvolution approaches for the description of intracellular signaling dynamics and hyperspectral cytometry. All 10 chapters of this book have been written by respected experts in their fields. It is an invaluable reference book for both basic and clinical researchers.


High-Dimensional Single Cell Analysis Related Books

High-Dimensional Single Cell Analysis
Language: en
Pages: 224
Authors: Harris G. Fienberg
Categories: Medical
Type: BOOK - Published: 2014-04-22 - Publisher: Springer

DOWNLOAD EBOOK

This volume highlights the most interesting biomedical and clinical applications of high-dimensional flow and mass cytometry. It reviews current practical appro
Learning Cell States from High-dimensional Single-cell Data
Language: en
Pages:
Authors:
Categories:
Type: BOOK - Published: 2016 - Publisher:

DOWNLOAD EBOOK

Recent developments in single-cell measurement technologies have yielded dramatic increases in throughput (measured cells per experiment) and dimensionality (me
Analysis and Control of Cellular Ensembles. Exploiting dimensionality reduction in single-cell data and models
Language: en
Pages: 150
Authors: Karsten Kuritz
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2020-11-20 - Publisher: Logos Verlag Berlin GmbH

DOWNLOAD EBOOK

An ensemble system is a collection of nearly identical dynamical systems which admit a certain degree of heterogeneity, and which are subject to the restriction
Single Cell Sequencing and Systems Immunology
Language: en
Pages: 184
Authors: Xiangdong Wang
Categories: Medical
Type: BOOK - Published: 2015-03-27 - Publisher: Springer

DOWNLOAD EBOOK

The volume focuses on the genomics, proteomics, metabolomics, and bioinformatics of a single cell, especially lymphocytes and on understanding the molecular mec
Kernel Methods for Pattern Analysis
Language: en
Pages: 520
Authors: John Shawe-Taylor
Categories: Computers
Type: BOOK - Published: 2004-06-28 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Publisher Description