GENSIPS 2014 - 2014 Workshop on Genomic Signal Processing and Statistics (GENSIPS’14)

The 2014 Workshop on Genomic Signal Processing and Statistics (GENSIPS’14) will join the 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP’14) to be held in Atlanta on Dec. 3-5, 2014. GENSIPS’14 will continually provide a forum for researchers in signal processing, bioinformatics, computational biology, and biostatistics to share the state-of-art advances in the fast growing genomics, proteomics, metabolomics, lipidomics, and metagenomics areas and to tackle the challenges of high dimensionality, high heterogeneity, and high complexity.
Topics
Papers on unpublished original research are solicited. Topics of interest include, and not limited to:
Big data analytics for genomics, proteomics, metabolomics, lipidomics, and metagenomics data
Next generation sequencing data compression
Sequencing alignment and assembly
Genomics sequencing signal quality control
Cloud-based -omic data analysis & storage
Analysis methods for SNP/genotype/epigenetic data
Genomics text data processing
Dynamic modeling of regulatory and signaling networks
-omic data visualization
Single-cell & cellular heterogeneity analysis
Structural and comparative genomics
Integration of multi-modality omic data
Epigenetics and DNA Methylation analysis
Genomics and protein array image analysis
Translational bioinformatics
Statistical signal processing of sequencing data
Gene expression pattern recognition
Computational and statistical analysis of meta-genomics
Pharmaco-genomics
Cancer genomics, Neuro genomics, Cardio genomics
Plant genomics
Environmental genomcis and toxicogenomics
Bioinformatics of health monitoring
Functions of microRNA and non-coding RNAs
Molecular interaction and pathways
Crowd-sourcing for novel biomarker discovery methods