Vol. 16, No. 7 Classification of Schizophrenia Based on Individual Hierarchical Brain Networks Constructed From Structural MRI Images
In this paper, we proposed an improved method for the classification of SCZ and HC based on individual hierarchical brain networks constructed from structural MRI images. Our method involves constructing individual hierarchical networks…
Vol. 16, No. 5 Biomolecular Network Controllability With Drug Binding Information
Complex networks are ubiquitous in nature. In biological systems, biomolecules interact with each other to form so-called biomolecular networks, which determine the cellular behaviors of living organisms.
Vol. 15, No. 4 Identifying Individual-Cancer-Related Genes by Re-balancing the Training Samples
The identification of individual-cancer-related genes typically is an imbalanced classification issue. The number of known cancer-related genes is far less…
Vol. 14, No. 2 Heterogeneous Network Model to Infer Human Disease-Long Intergenic Non-Coding RNA Associations
With the knowledge of molecular biology it is highlighting that long non-coding RNAs (lncRNAs) play a critical role in many important biological processes, such as imprinting control, cell differentiation, immune responses, human diseases, tumorigenesis and other biological processes…