Computational Methods for Single-Cell Data Analysis

Computational Methods for Single-Cell Data Analysis
Author: Guo-Cheng Yuan
Publisher: Humana Press
Total Pages: 271
Release: 2019-02-14
Genre: Science
ISBN: 9781493990566


Download Computational Methods for Single-Cell Data Analysis Book in PDF, Epub and Kindle

This detailed book provides state-of-art computational approaches to further explore the exciting opportunities presented by single-cell technologies. Chapters each detail a computational toolbox aimed to overcome a specific challenge in single-cell analysis, such as data normalization, rare cell-type identification, and spatial transcriptomics analysis, all with a focus on hands-on implementation of computational methods for analyzing experimental data. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Computational Methods for Single-Cell Data Analysis aims to cover a wide range of tasks and serves as a vital handbook for single-cell data analysis.


Computational Methods for Single-Cell Data Analysis
Language: en
Pages: 271
Authors: Guo-Cheng Yuan
Categories: Science
Type: BOOK - Published: 2019-02-14 - Publisher: Humana Press

GET EBOOK

This detailed book provides state-of-art computational approaches to further explore the exciting opportunities presented by single-cell technologies. Chapters
High-Dimensional Single Cell Analysis
Language: en
Pages: 224
Authors: Harris G. Fienberg
Categories: Medical
Type: BOOK - Published: 2014-04-22 - Publisher: Springer

GET EBOOK

This volume highlights the most interesting biomedical and clinical applications of high-dimensional flow and mass cytometry. It reviews current practical appro
Single Cell Analysis
Language: en
Pages: 277
Authors: J. Paul Robinson
Categories: Technology & Engineering
Type: BOOK - Published: 2017-04-18 - Publisher: Springer

GET EBOOK

This book highlights the current state of the art in single cell analysis, an area that involves many fields of science – from clinical hematology, functional
Microfluidics for Single-Cell Analysis
Language: en
Pages: 261
Authors: Jin-Ming Lin
Categories: Science
Type: BOOK - Published: 2019-08-28 - Publisher: Springer Nature

GET EBOOK

This book summarizes the various microfluidic-based approaches for single-cell capture, isolation, manipulation, culture and observation, lysis, and analysis. S
Biosensors for Single-Cell Analysis
Language: en
Pages: 184
Authors: Jian Chen
Categories: Science
Type: BOOK - Published: 2021-10-26 - Publisher: Academic Press

GET EBOOK

Biosensors for Single-Cell Analysis explores a wide range of biosensor technologies and their applications in single-cell characterization and analysis. Section