Nature

Chronic Hypoxia and Rat Lung Development: Analysis by Morphometry and Directed Microarray

It is unclear how sublethal hypoxia affects lung development. To investigate the effects of chronic hypoxia on postnatal lung remodeling, we treated neonatal rats with FIO 2 of 0.12 for 10 d and ...
IEEE

Statistical Analysis of Microarray Data Clustering using NMF, Spectral Clustering, Kmeans ...

Abstract: In unsupervised learning literature, the study of clustering using microarray gene expression datasets has been extensively conducted with nonnegative matrix factorization (NMF), spectral ...
Nature

Bioinformatics in the post-sequence era

The exponential growth in molecular sequence data started in the early 1980s when methods for DNA sequencing became widely available. The data were accumulated in databases such as GenBank, EMBL ...
IEEE

CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data

Abstract: Analysis of high dimensional biomedical data such as microarray gene expression data and mass spectrometry images, is crucial to provide better medical services including cancer subtyping, ...