Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome

Written By Shruti Mishra
Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome
  • Publsiher : Academic Press
  • Release : 09 May 2018
  • ISBN : 0128163577
  • Pages : 200 pages
  • Rating : 4/5 from 21 reviews
GET THIS BOOKIntegration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome


Read or download book entitled Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome written by Shruti Mishra which was release on 09 May 2018, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome helps readers identify and select the specific genes causing oncogenes. The book also addresses the validation of the selected genes using various classification techniques and performance metrics, making it a valuable source for cancer researchers, bioinformaticians, and researchers from diverse fields interested in applying systems biology approaches to their studies. Provides well described techniques for the purpose of gene selection/feature selection for the generation of gene subsets Presents and analyzes three different types of gene selection algorithms: Support Vector Machine-Bayesian T-Test-Recursive Feature Elimination (SVM-BT-RFE), Canonical Correlation Analysis-Trace Ratio (CCA-TR), and Signal-To-Noise Ratio-Trace Ratio (SNRTR) Consolidates fundamental knowledge on gene datasets and current techniques on gene regulatory networks into a single resource

Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome

Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome
  • Author : Shruti Mishra,Debahuti Mishra,Sandeep Kumar Satapathy
  • Publisher : Academic Press
  • Release Date : 2018-05-09
  • Total pages : 200
  • ISBN : 0128163577
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Summary : Integration and Visualization of Gene Selection and Gene Regulatory Networks for Cancer Genome helps readers identify and select the specific genes causing oncogenes. The book also addresses the validation of the selected genes using various classification techniques and performance metrics, making it a valuable source for cancer researchers, bioinformaticians, and ...

Data Analysis and Visualization in Genomics and Proteomics

Data Analysis and Visualization in Genomics and Proteomics
  • Author : Francisco Azuaje,Joaquin Dopazo
  • Publisher : John Wiley & Sons
  • Release Date : 2005-06-24
  • Total pages : 284
  • ISBN : 0128163577
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Summary : Data Analysis and Visualization in Genomics and Proteomics is the first book addressing integrative data analysis and visualization in this field. It addresses important techniques for the interpretation of data originating from multiple sources, encoded in different formats or protocols, and processed by multiple systems. One of the first systematic ...

Encyclopedia of Bioinformatics and Computational Biology

Encyclopedia of Bioinformatics and Computational Biology
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2018-08-21
  • Total pages : 3284
  • ISBN : 0128163577
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Summary : Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics combines elements of computer science, information technology, mathematics, statistics and biotechnology, providing the methodology and in silico solutions to mine biological data and processes. The book covers Theory, Topics and Applications, with a special focus on Integrative –omics and Systems Biology. ...

Nutrigenomics and Proteomics in Health and Disease

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  • Author : Yoshinori Mine,Kazuo Miyashita,Fereidoon Shahidi
  • Publisher : John Wiley & Sons
  • Release Date : 2009-04-13
  • Total pages : 412
  • ISBN : 0128163577
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Summary : Part of the Functional Food Science and Technology book series (Series Editor: Fereidoon Shahidi), this book compiles the current science based upon nutrigenomics and proteomics in food and health. Coverage includes many important nutraceuticals (food factors) and their impact on gene interaction and health. Authored by a stellar international team ...

Machine Learning and Systems Biology in Genomics and Health

Machine Learning and Systems Biology in Genomics and Health
  • Author : Shailza Singh
  • Publisher : Springer Nature
  • Release Date : 2022
  • Total pages : 212
  • ISBN : 0128163577
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Summary : This book discusses the application of machine learning in genomics. Machine Learning offers ample opportunities for Big Data to be assimilated and comprehended effectively using different frameworks. Stratification, diagnosis, classification and survival predictions encompass the different health care regimes representing unique challenges for data pre-processing, model training, refinement of the ...

Comprehensive Foodomics

Comprehensive Foodomics
  • Author : Anonim
  • Publisher : Elsevier
  • Release Date : 2020-11-12
  • Total pages : 2330
  • ISBN : 0128163577
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Summary : Comprehensive Foodomics offers a definitive collection of over 150 articles that provide researchers with innovative answers to crucial questions relating to food quality, safety and its vital and complex links to our health. Topics covered include transcriptomics, proteomics, metabolomics, genomics, green foodomics, epigenetics and noncoding RNA, food safety, food bioactivity and ...

Computational Intelligence in Oncology

Computational Intelligence in Oncology
  • Author : Khalid Raza
  • Publisher : Springer Nature
  • Release Date : 2022-06-26
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Download or read online Computational Intelligence in Oncology written by Khalid Raza, published by Springer Nature which was released on . Get Computational Intelligence in Oncology Books now! Available in PDF, ePub and Kindle....

Multi omic Data Integration in Oncology

Multi omic Data Integration in Oncology
  • Author : Chiara Romualdi,Enrica Calura,Davide Risso,Sampsa Hautaniemi,Francesca Finotello
  • Publisher : Frontiers Media SA
  • Release Date : 2020-12-03
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Download or read online Multi omic Data Integration in Oncology written by Chiara Romualdi,Enrica Calura,Davide Risso,Sampsa Hautaniemi,Francesca Finotello, published by Frontiers Media SA which was released on 2020-12-03. Get Multi omic Data Integration in Oncology Books now! Available in PDF, ePub and Kindle....

Index Medicus

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Download or read online Index Medicus written by , published by which was released on 2004. Get Index Medicus Books now! Available in PDF, ePub and Kindle....

Multi omic Data Integration

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  • Author : Paolo Tieri,Christine Nardini,Jennifer Elizabeth Dent
  • Publisher : Frontiers Media SA
  • Release Date : 2015-09-17
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Stable, predictive biomarkers and interpretable disease signatures are seen as a significant step towards personalized medicine. In this perspective, integration of multi-omic data coming from genomics, transcriptomics, glycomics, proteomics, metabolomics is a powerful strategy to reconstruct and analyse complex multi-dimensional interactions, enabling deeper mechanistic and medical insight. At the same ...

Bioinformatics of Genome Regulation Volume II

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  • Author : Yuriy L. Orlov,Ancha Baranova,Tatiana V. Tatarinova,Anastasia A. Anashkina
  • Publisher : Frontiers Media SA
  • Release Date : 2022-01-27
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Download or read online Bioinformatics of Genome Regulation Volume II written by Yuriy L. Orlov,Ancha Baranova,Tatiana V. Tatarinova,Anastasia A. Anashkina, published by Frontiers Media SA which was released on 2022-01-27. Get Bioinformatics of Genome Regulation Volume II Books now! Available in PDF, ePub and Kindle....

Systems Analytics and Integration of Big Omics Data

Systems Analytics and Integration of Big Omics Data
  • Author : Gary Hardiman
  • Publisher : MDPI
  • Release Date : 2020-04-15
  • Total pages : 202
  • ISBN : 0128163577
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Summary : A “genotype" is essentially an organism's full hereditary information which is obtained from its parents. A "phenotype" is an organism's actual observed physical and behavioral properties. These may include traits such as morphology, size, height, eye color, metabolism, etc. One of the pressing challenges in computational and systems biology is ...

Decoding Non Coding RNA Implicated in Cancer Cell Survival Growth Modulation

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  • Author : Ramkrishna Mitra,Wei Jiang
  • Publisher : Frontiers Media SA
  • Release Date : 2022-06-03
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Download or read online Decoding Non Coding RNA Implicated in Cancer Cell Survival Growth Modulation written by Ramkrishna Mitra,Wei Jiang, published by Frontiers Media SA which was released on 2022-06-03. Get Decoding Non Coding RNA Implicated in Cancer Cell Survival Growth Modulation Books now! Available in PDF, ePub ...

Nature Encyclopedia of the Human Genome Renal carcinoma and von Hippel Lindau disease Zuckerkandl Emile

Nature Encyclopedia of the Human Genome  Renal carcinoma and von Hippel Lindau disease   Zuckerkandl  Emile
  • Author : David Neil Cooper
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 1014
  • ISBN : 0128163577
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Summary : Download or read online Nature Encyclopedia of the Human Genome Renal carcinoma and von Hippel Lindau disease Zuckerkandl Emile written by David Neil Cooper, published by which was released on 2003. Get Nature Encyclopedia of the Human Genome Renal carcinoma and von Hippel Lindau disease Zuckerkandl Emile Books now! Available in ...

Innovations in Imaging for Early Diagnosis and Monitoring for Patients With Gastrointestinal Cancer

Innovations in Imaging for Early Diagnosis and Monitoring for Patients With Gastrointestinal Cancer
  • Author : Stephen J. Pandol,Debiao Li,Temel Tirkes
  • Publisher : Frontiers Media SA
  • Release Date : 2022-04-25
  • Total pages : 212
  • ISBN : 0128163577
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Summary : Download or read online Innovations in Imaging for Early Diagnosis and Monitoring for Patients With Gastrointestinal Cancer written by Stephen J. Pandol,Debiao Li,Temel Tirkes, published by Frontiers Media SA which was released on 2022-04-25. Get Innovations in Imaging for Early Diagnosis and Monitoring for Patients With Gastrointestinal ...