Document Detail

Automatic data analysis of real-time song and locomotor activity in zebra finches.
MedLine Citation:
PMID:  23208000     Owner:  NLM     Status:  In-Data-Review    
The zebra finch is a superb natural animal model to study cognition and as such could contribute to the further understanding of nicotinic intervention therapies for patients suffering from cognitive impairment as observed in neurodegenerative disorders. Manual analysis of data produced by this model is extremely labour intensive, error-prone, and typically takes weeks to complete. We designed data acquisition methods, selected analysis algorithms, and developed software to efficiently and accurately automate the detection and classification of song production (cognitive functioning) and locomotor activity (physical condition). Our custom-designed software accurately classifies song and locomotor activities. After classification, the reduced data sets can be further analysed with popular tools, such as 'R'.
Susanne L T Cappendijk; Geoffery L Miller; Patrick L Yount; Robert A Van Engelen
Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  International journal of bioinformatics research and applications     Volume:  9     ISSN:  1744-5485     ISO Abbreviation:  Int J Bioinform Res Appl     Publication Date:  2013  
Date Detail:
Created Date:  2012-12-04     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  101253758     Medline TA:  Int J Bioinform Res Appl     Country:  Switzerland    
Other Details:
Languages:  eng     Pagination:  91-108     Citation Subset:  IM    
Department of Biomedical Sciences, College of Medicine, Florida State University, Tallahassee, FL 32306-4300, USA.
Export Citation:
APA/MLA Format     Download EndNote     Download BibTex
MeSH Terms

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine

Previous Document:  Identifying differentially expressed genes in the absence of replication.
Next Document:  Visualizing viral assemblies in a nanoscale biosphere.