Identification Of Multi Biomarker For Cancer Diagnosis And Prognosis Based On Network Model And Multi Omics Data
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Identification of Multi Biomarker for Cancer Diagnosis and Prognosis based on Network Model and Multi omics Data
Author | : Chunquan Li,Dechao Bu,Dechen Lin Lin,Sun Liang,Masaharu Hazawa |
Publsiher | : Frontiers Media SA |
Total Pages | : 272 |
Release | : 2023-03-02 |
Genre | : Science |
ISBN | : 9782832516249 |
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Systematic identification of novel diagnostic and prognostic tumor biomarkers based on multi omics data analysis of solid tumors
Author | : Ming Jun Zheng,Marina Pinheiro,Mingming Deng |
Publsiher | : Frontiers Media SA |
Total Pages | : 342 |
Release | : 2024-01-08 |
Genre | : Science |
ISBN | : 9782832542569 |
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Identification of immune related biomarkers for cancer diagnosis based on multi omics data
Author | : Liang Cheng,Xin Zhang,Chuan-Xing Li,Rui Guo |
Publsiher | : Frontiers Media SA |
Total Pages | : 349 |
Release | : 2023-02-02 |
Genre | : Medical |
ISBN | : 9782832513149 |
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Advances in AI Based Tools for Personalized Cancer Diagnosis Prognosis and Treatment
Author | : Israel Tojal Da Silva,Joel Correa Da Rosa,Liang Zhao,Rodrigo Drummond,Jianjiong Gao |
Publsiher | : Frontiers Media SA |
Total Pages | : 149 |
Release | : 2022-09-21 |
Genre | : Science |
ISBN | : 9782832500200 |
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Multi omic Data Integration in Oncology
Author | : Chiara Romualdi,Enrica Calura,Davide Risso,Sampsa Hautaniemi,Francesca Finotello |
Publsiher | : Frontiers Media SA |
Total Pages | : 187 |
Release | : 2020-12-03 |
Genre | : Medical |
ISBN | : 9782889661510 |
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This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.
Computational Methods for Multi Omics Data Analysis in Cancer Precision Medicine
Author | : Ehsan Nazemalhosseini-Mojarad ,Claudia Cava |
Publsiher | : Frontiers Media SA |
Total Pages | : 433 |
Release | : 2023-08-02 |
Genre | : Science |
ISBN | : 9782832530382 |
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Cancer is a complex and heterogeneous disease often caused by different alterations. The development of human cancer is due to the accumulation of genetic and epigenetic modifications that could affect the structure and function of the genome. High-throughput methods (e.g., microarray and next-generation sequencing) can investigate a tumor at multiple levels: i) DNA with genome-wide association studies (GWAS), ii) epigenetic modifications such as DNA methylation, histone changes and microRNAs (miRNAs) iii) mRNA. The availability of public datasets from different multi-omics data has been growing rapidly and could facilitate better knowledge of the biological processes of cancer. Computational approaches are essential for the analysis of big data and the identification of potential biomarkers for early and differential diagnosis, and prognosis.
Biomarker Detection Algorithms and Tools for Medical Imaging or Omic Data
Author | : Fengfeng Zhou,William C. Cho,Lin Hua,Jie Li,Feng Liu |
Publsiher | : Frontiers Media SA |
Total Pages | : 246 |
Release | : 2022-07-13 |
Genre | : Science |
ISBN | : 9782889765706 |
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Integrative Omics
Author | : Manish Kumar Gupta,Pramod Katara,Sukanta Mondal,Ram Lakhan Singh |
Publsiher | : Elsevier |
Total Pages | : 434 |
Release | : 2024-05-10 |
Genre | : Science |
ISBN | : 9780443160936 |
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Integrative Omics: Concepts, Methodology and Applications provides a holistic and integrated view of defining and applying network approaches, integrative tools, and methods to solve problems for the rationalization of genotype to phenotype relationships. The reference includes a range of chapters in a systemic ‘step by step’ manner, which begins with the basic concepts from Omic to Multi Integrative Omics approaches, followed by their full range of approaches, applications, emerging trends, and future trends. All key areas of Omics are covered including biological databases, sequence alignment, pharmacogenomics, nutrigenomics and microbial omics, integrated omics for Food Science and Identification of genes associated with disease, clinical data integration and data warehousing, translational omics as well as omics technology policy and society research. Integrative Omics: Concepts, Methodology and Applications highlights the recent concepts, methodologies, advancements in technologies and is also well-suited for researchers from both academic and industry background, undergraduate and graduate students who are mainly working in the area of computational systems biology, integrative omics and translational science. The book bridges the gap between biological sciences, physical sciences, computer science, statistics, data science, information technology and mathematics by presenting content specifically dedicated to mathematical models of biological systems. Provides a holistic, integrated view of a defining and applying network approach, integrative tools, and methods to solve problems for rationalization of genotype to phenotype relationships Offers an interdisciplinary approach to Databases, data analytics techniques, biological tools, network construction, analysis, modeling, prediction and simulation of biological systems leading to ‘translational research’, i.e., drug discovery, drug target prediction, and precision medicine Covers worldwide methods, concepts, databases, and tools used in the construction of integrated pathways