Cargando…

Bioinformatics and biomarker discovery : "omic" data analysis for personalised medicine /

This book is designed to introduce biologists, clinicians and computational researchers to fundamental data analysis principles, techniques and tools for supporting the discovery of biomarkers and the implementation of diagnostic/prognostic systems. The focus of the book is on how fundamental statis...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Azuaje, Francisco
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, West Sussex, U.K. ; Hoboken, NJ : John Wiley & Sons, 2010.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

LEADER 00000cam a2200000Ia 4500
001 OR_ocn829395883
003 OCoLC
005 20231017213018.0
006 m o d
007 cr unu||||||||
008 130308s2010 enka ob 001 0 eng d
040 |a UMI  |b eng  |e pn  |c UMI  |d DEBSZ  |d IDEBK  |d OCLCQ  |d OCLCF  |d OCLCQ  |d CEF  |d UAB  |d STF  |d CZL  |d OCLCO 
019 |a 746577301  |a 816362125 
020 |a 047074460X 
020 |a 9780470744604 
020 |a 1282456601 
020 |a 9781282456600 
020 |z 9780470744604 
029 1 |a AU@  |b 000050768326 
029 1 |a DEBBG  |b BV041120409 
029 1 |a DEBSZ  |b 396752942 
035 |a (OCoLC)829395883  |z (OCoLC)746577301  |z (OCoLC)816362125 
037 |a CL0500000197  |b Safari Books Online 
050 4 |a R853.B54  |b A98 2010 
072 7 |a MJ  |2 bicssc 
082 0 4 |a 610 
049 |a UAMI 
100 1 |a Azuaje, Francisco. 
245 1 0 |a Bioinformatics and biomarker discovery :  |b "omic" data analysis for personalised medicine /  |c Francisco Azuaje. 
246 3 |a Omic data analysis for personalised medicine 
260 |a Chichester, West Sussex, U.K. ;  |a Hoboken, NJ :  |b John Wiley & Sons,  |c 2010. 
300 |a 1 online resource (1 volume) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
588 0 |a Print version record. 
504 |a Includes bibliographical references and index. 
505 0 |a Biomarkers and bioinformatics -- Review of fundamental statistical concepts -- Biomarker-based prediction models: design and interpretation principles -- An introduction to the discovery and analysis of genotype-phenotype associations -- Integrative approaches to genotype-phenotype association discovery -- Biomarkers and gene expression data analysis -- Advances in biomarker discovery with gene expression data -- Proteomics and metabolomics for biomarker discovery: an introduction to spectral data analysis -- Data integration in proteomics and metabolomics for biomarker discovery -- Disease biomarkers and biological interaction networks -- Commentary on disease biomarkers and biological interaction networks -- Integrative data analysis for biomarker discovery -- Data integration: the next big hope? -- Information resources and software tools for biomarker discovery -- Challenges and research directions in bioinformatics and biomarker discovery -- Towards building knowledge-based assistants for intelligent data analysis in biomarker discovery -- Accompanying commentary on challenges and opportunities of bioinformatics in disease biomarker discovery. 
520 |a This book is designed to introduce biologists, clinicians and computational researchers to fundamental data analysis principles, techniques and tools for supporting the discovery of biomarkers and the implementation of diagnostic/prognostic systems. The focus of the book is on how fundamental statistical and data mining approaches can support biomarker discovery and evaluation, emphasising applications based on different types of ""omic"" data. The book also discusses design factors, requirements and techniques for disease screening, diagnostic and prognostic applications. Readers are prov. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Biochemical markers. 
650 0 |a Bioinformatics. 
650 2 |a Biomarkers 
650 2 |a Computational Biology 
650 6 |a Marqueurs biologiques. 
650 6 |a Bio-informatique. 
650 7 |a Biochemical markers.  |2 fast  |0 (OCoLC)fst00831950 
650 7 |a Bioinformatics.  |2 fast  |0 (OCoLC)fst00832181 
655 4 |a Electronic resource. 
776 0 8 |i Print version:  |a Azuaje, Francisco.  |t Bioinformatics and biomarker discovery.  |d Hoboken, NJ : John Wiley & Sons, 2010  |z 9780470744604  |w (DLC) 2009027776  |w (OCoLC)423572691 
856 4 0 |u https://learning.oreilly.com/library/view/~/9781119964308/?ar  |z Texto completo (Requiere registro previo con correo institucional) 
938 |a ProQuest MyiLibrary Digital eBook Collection  |b IDEB  |n 245660 
994 |a 92  |b IZTAP