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Authoritative and cutting-edge, Deep Sequencing Data Analysis: Methods and Protocols, Second Edition aims to ensure successful results in the further study of this vital field.
Authoritative and cutting-edge, Deep Sequencing Data Analysis: Methods and Protocols, Second Edition aims to ensure successful results in the further study of this vital field.
Includes cutting-edge methods and protocols
Provides step-by-step detail essential for reproducible results
Contains key notes and implementation advice from the experts
Detecting Causal Variants in Mendelian Disorders using Whole Genome Sequencing.- Statistical Considerations on NGS Data for Inferring Copy Number Variations.- Applications of Community Detection Algorithms to Large Biological Datasets.- Processing and Analysis of RNA-seq data from Public Resources.- Improved Analysis of High-throughput Sequencing Data Using Small Universal k-mer Hitting Sets.- An Introduction to Whole-metagenome Shotgun Sequencing Studies.- Microbiome Analysis using 16S Amplicon Sequencing: From Samples to ASVs.- RNA-Seq in Non-model Organisms.- Deep Learning Applied on Next Generation Sequencing Data Analysis.- Interrogating the Accessible Chromatin Landscape of Eukaryote Genomes using ATAC-seq.- Genome-Wide Noninvasive Prenatal Diagnosis of SNPs and Indels.- Genome-wide Noninvasive Prenatal Diagnosis of De Novo Mutations.- Accurate Imputation of Untyped Variants from Deep Sequencing Data.- Multi-region Sequence Analysisto Predict Intratumor Heterogeneity and Clonal Evolution.- Overcoming Interpretability in Deep Learning Cancer Classification.- Single-cell Transcriptome Profiling.- Biological Perspectives of RNA-sequencing Experimental Design.- Analysis of microRNA Regulation in Single Cells.- DNA Data Collection and Analysis in the Forensic Arena.
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Gentechnologie |
| Genre: | Biologie, Importe |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Inhalt: |
x
374 S. 11 s/w Illustr. 81 farbige Illustr. 374 p. 92 illus. 81 illus. in color. |
| ISBN-13: | 9781071611029 |
| ISBN-10: | 107161102X |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Redaktion: | Shomron, Noam |
| Herausgeber: | Noam Shomron |
| Auflage: | Second Edition 2021 |
| Hersteller: | Springer US |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 260 x 183 x 27 mm |
| Von/Mit: | Noam Shomron |
| Erscheinungsdatum: | 20.02.2021 |
| Gewicht: | 0,918 kg |
Includes cutting-edge methods and protocols
Provides step-by-step detail essential for reproducible results
Contains key notes and implementation advice from the experts
Detecting Causal Variants in Mendelian Disorders using Whole Genome Sequencing.- Statistical Considerations on NGS Data for Inferring Copy Number Variations.- Applications of Community Detection Algorithms to Large Biological Datasets.- Processing and Analysis of RNA-seq data from Public Resources.- Improved Analysis of High-throughput Sequencing Data Using Small Universal k-mer Hitting Sets.- An Introduction to Whole-metagenome Shotgun Sequencing Studies.- Microbiome Analysis using 16S Amplicon Sequencing: From Samples to ASVs.- RNA-Seq in Non-model Organisms.- Deep Learning Applied on Next Generation Sequencing Data Analysis.- Interrogating the Accessible Chromatin Landscape of Eukaryote Genomes using ATAC-seq.- Genome-Wide Noninvasive Prenatal Diagnosis of SNPs and Indels.- Genome-wide Noninvasive Prenatal Diagnosis of De Novo Mutations.- Accurate Imputation of Untyped Variants from Deep Sequencing Data.- Multi-region Sequence Analysisto Predict Intratumor Heterogeneity and Clonal Evolution.- Overcoming Interpretability in Deep Learning Cancer Classification.- Single-cell Transcriptome Profiling.- Biological Perspectives of RNA-sequencing Experimental Design.- Analysis of microRNA Regulation in Single Cells.- DNA Data Collection and Analysis in the Forensic Arena.
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Gentechnologie |
| Genre: | Biologie, Importe |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Inhalt: |
x
374 S. 11 s/w Illustr. 81 farbige Illustr. 374 p. 92 illus. 81 illus. in color. |
| ISBN-13: | 9781071611029 |
| ISBN-10: | 107161102X |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Redaktion: | Shomron, Noam |
| Herausgeber: | Noam Shomron |
| Auflage: | Second Edition 2021 |
| Hersteller: | Springer US |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 260 x 183 x 27 mm |
| Von/Mit: | Noam Shomron |
| Erscheinungsdatum: | 20.02.2021 |
| Gewicht: | 0,918 kg |
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