Background As more and more researchers are turning to big data for new opportunities of
biomedical discoveries, machine learning models, as the backbone of big data analysis, are …

Although p53 inactivation promotes genomic instability and presents a route to malignancy
for more than half of all human cancers,, the patterns through which heterogenous TP53 …

Applications of video-content analysis and retrieval Page 1 Managing multimedia data requires
more than collecting the data into storage archives and delivering it via networks to homes or …

In this paper, we address the problem of classification of continuous general audio data
(GAD) for content-based retrieval, and describe a scheme that is able to classify audio …

Multimodal information processing has received considerable attention in recent years. The
focus of existing research in this area has been predominantly on the use of fusion …

Epigenetic effects in mammals depend largely on heritable genomic methylation patterns.
We describe a computational pattern recognition method that is used to predict the …

Like other types of digital information, video sequences must be classified based on the
semantics of their contents. A more-precise and completer extraction of semantic information …

Background MicroRNAs (miRNAs) are known to play an important role in cancer
development by post-transcriptionally affecting the expression of critical genes. The aims of …

The identification of genetic and epigenetic alterations from primary tumor cells has become
a common method to identify genes critical to the development and progression of cancer …

The diversity of breast cancers reflects variations in underlying biology and affects the
clinical implications for patients. Gene expression studies have identified five major …