ENGLISH

Probabilistic Modeling in Bioinformatics and Medical Informatics

By PhD , MSc , DPhil , MIEEE , Dirk Husmeier (auth.) , Dirk Husmeier DiplPhys , Richard Dybowski BSc , Stephen Roberts MA , MIoP , CPhys (eds.)

Book information

Publisher
Springer-Verlag London
Year
2005
ISBN
978-1-85233-778-0, 978-1-84628-119-8
DOI
10.1007/b138794
Language
english
Format
PDF
Filesize
4 MB (4332059 bytes)
Series
Advanced Information and Knowledge Processing
Edition
1
Pages
508\510
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Health Sciences; Bioinformatics; Health InformaticMedicineProbability and Statistics in Computer Science; Ma

Description

Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, machine learning, and the biological sciences. The first part of this book provides a self-contained introduction to the methodology of Bayesian networks. The following parts demonstrate how these methods are applied in bioinformatics and medical informatics. All three fields - the methodology of probabilistic modeling, bioinformatics, and medical informatics - are evolving very quickly. The text should therefore be seen as an introduction, offering both elementary tutorials as well as more advanced applications and case studies.

Similar books