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 : 09 May 2018

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

• Author : Francisco Azuaje,Joaquin Dopazo
• Publisher : John Wiley & Sons
• Release : 24 June 2005

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 overviews of the problem of biological data integration using computational approaches This book provides scientists and students with the basis for the development and application of integrative computational methods to

• Author : Yoshinori Mine,Kazuo Miyashita,Fereidoon Shahidi
• Publisher : John Wiley & Sons
• Release : 13 April 2009

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 of multidisciplinary researchers, this book acquaints food and nutrition professionals with these new fields of nutrition research and conveys the state of the science to date.

• Author : Anonim
• Publisher : Elsevier
• Release : 21 August 2018

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. The theoretical, methodological underpinnings of BCB, including phylogeny are covered, as are more current areas of focus, such as translational bioinformatics, cheminformatics, and environmental informatics. Finally, Applications provide guidance for

• Author : Shailza Singh
• Publisher : Springer Nature
• Release : 25 September 2022

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 systems with clinical implications. The book discusses different models for in-depth analysis of different conditions. Machine Learning techniques have revolutionized genomic analysis. Different chapters of the book describe the role

• Author : Gary Hardiman
• Publisher : MDPI
• Release : 15 April 2020

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 genotype-to-phenotype prediction. This is challenging given the amount of data generated by modern Omics technologies. This “Big Data” is so large and complex that traditional data processing applications are not

• Author : Anonim
• Publisher : Elsevier
• Release : 12 November 2020

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 health, food quality and traceability, data treatment and systems biology. Logically structured into 10 focused sections, each article is authored by world leading scientists who cover the whole breadth of Omics

• Author : Ramon Castañeda-Priego,Enrique Hernandez-Lemus,Susana Figueroa-Gerstenmaier,Atahualpa Kraemer
• Publisher : Frontiers Media SA
• Release : 13 September 2021

• Author : Anonim
• Publisher : Unknown
• Release : 25 September 2022

• Author : Khalid Raza
• Publisher : Springer Nature
• Release : 25 September 2022

• Author : Chiara Romualdi,Enrica Calura,Davide Risso,Sampsa Hautaniemi,Francesca Finotello
• Publisher : Frontiers Media SA
• Release : 03 December 2020

• Author : Paolo Tieri,Christine Nardini,Jennifer Elizabeth Dent
• Publisher : Frontiers Media SA
• Release : 17 September 2015

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 time, there is a rising concern that much of such different omic data –although often publicly and freely available- lie in databases and repositories underutilised or not used at all.

• Author : Yuriy L. Orlov,Ancha Baranova,Tatiana V. Tatarinova,Anastasia A. Anashkina
• Publisher : Frontiers Media SA
• Release : 27 January 2022

• Author : David Neil Cooper
• Publisher : Unknown
• Release : 25 September 2022

• Author : Edward Keedwell,Ajit Narayanan
• Publisher : Wiley
• Release : 27 May 2005

Bioinformatics is contributing to some of the most important advances in medicine and biology. At the forefront of this exciting new subject are techniques known as artificial intelligence which are inspired by the way in which nature solves the problems it faces. This book provides a unique insight into the complex problems of bioinformatics and the innovative solutions which make up ‘intelligent bioinformatics’. Intelligent Bioinformatics requires only rudimentary knowledge of biology, bioinformatics or computer science and is aimed at interested