Articoli correlati a Cancer Pathogenic Gene Prediction and Sample Classification...

Cancer Pathogenic Gene Prediction and Sample Classification Algorithm - Brossura

Li, Zhijie; Liao, Xuhong; Liao, Sha

 
9786206774846: Cancer Pathogenic Gene Prediction and Sample Classification Algorithm
Brossura
ISBN 10: 6206774848 ISBN 13: 9786206774846
Casa editrice: Scholars' Press, 2024

Sinossi

This book is a work on cancer pathogenic gene prediction and sample classification algorithms, which comprehensively and systematically elaborates on the latest research achievements in gene association analysis, gene regulatory network reconstruction, cancer pathogenic gene prediction, cancer sample classification, and new class identification. The book consists of 8 chapters, with chapters 1-4 introducing basic knowledge such as gene expression data and applications, analysis platforms and algorithms, and gene expression data preprocessing; Chapters 5 to 8 respectively elaborate on the four thematic achievements of cancer gene expression data analysis. Chapter 5 is a gene association analysis algorithm for gene regulatory networks, Chapter 6 is a cancer pathogenic gene prediction algorithm based on differential co expression adjacency networks, Chapter 7 is a Bayesian network disease sample classification algorithm based on gene association analysis, and Chapter 8 introduces a new class recognition algorithm for cancer gene expression data based on pattern similarity.

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Editore
Scholars' Press
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
6206774848
ISBN 13 
9786206774846
Rilegatura
Copertina flessibile
Numero di pagine
236
Contatto del produttore
non disponibile
Persona responsabile
non disponibile