Statistical diagnostics for cancer : analyzing high-dimensional data /: analyzing high-dimensional data. ([2013])

• Record Type: Book
• Further Information: Note: Edited by Frank Emmert-Streib and Matthias Dehmer.
• Editors: Emmert-Streib, Frank; Dehmer, Matthias, 1968-
• Contents: Part one: General overview. Control of type I error rates for oncology biomarker discovery with high-throughput platforms -- Overview of public cancer databases, resources, and visualization tools -- Part two: Bayesian methods. Discovery of expression signatures in chronic myeloid leukemia by Bayesian model averaging -- Bayesian ranking and selection methods in microarray studies -- Multiclass classification via Bayesian variable selection with gene expression data -- Semisupervised methods for analyzing high-dimensional genomic data -- Part three: Network-based approaches -- Colorectal cancer and its molecular subsystems: construction, interpretation, and validation -- Network medicine: disease genes in molecular networks -- Inference of gene regulatory networks in breast and ovarian cancer by integrating different genomic data -- Network-module-based approaches in cancer data analysis -- Discriminant and network analysis to study origin of cancer -- Intervention and control of gene regulatory networks: theoretical framework and application to human melanoma gene regulation -- Part four: Phenotype influence of DNA copy number aberrations. Identification of recurrent DNA copy number aberrations in tumors -- The cancer cell, its entropy, and high-dimensional molecular data.
• Publisher Details: Weinheim, Germany : Wiley-Blackwell
• Publication Date: 2013
• Copyright Date: 2013
• Extent: 1 online resource (xx, 292 pages), illustrations (some color)
• Subjects: 616.99/4075; Cancer -- Diagnosis; Neoplasms -- genetics; Statistics as Topic -- methods; Cancer -- Diagnosis; Electronic books
• Languages: English
• ISBNs: 9783527665471; 3527665471; 9783527665440; 3527665447; 9783527665457; 3527665455; 9781299158511; 9783527665464; 3527665463
• Related ISBNs: 129915851X; 9783527332625; 3527332626
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from resource home page (ebrary, viewed October 8, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.