Knowledge Discovery and Data Mining

Magdalena Krochmal, Holger Husi

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Introduces readers to the state of the art of omics platforms and all aspects of omics approaches for clinical applications

This book presents different high throughput omics platforms used to analyze tissue, plasma, and urine. The reader is introduced to state of the art analytical approaches (sample preparation and instrumentation) related to proteomics, peptidomics, transcriptomics, and metabolomics. In addition, the book highlights innovative approaches using bioinformatics, urine miRNAs, and MALDI tissue imaging in the context of clinical applications. Particular emphasis is put on integration of data generated from these different platforms in order to uncover the molecular landscape of diseases. The relevance of each approach to the clinical setting is explained and future applications for patient monitoring or treatment are discussed.
Original languageEnglish
Title of host publicationIntegration of Omics Approaches and Systems Biology for Clinical Applications
EditorsAntonia Vlahou, Harald Mischak, Jerome Zoidakis, Fulvio Magni
Place of PublicationHoboken, USA
PublisherWiley-Blackwell
Chapter14
Pages233-247
Number of pages15
ISBN (Print)9781119181149
Publication statusPublished - 2018

Publication series

NameWiley Series on Mass Spectrometry
PublisherWiley Blackwell

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