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. 15, No. 4 Integrating Omics Data With a Multiplex Network-Based Approach for the Identification of Cancer Subtypes
Comprehensive characterization and identification of cancer subtypes have a number of applications and implications in life science and cancer research. Technologies centered on…