k-Strong Inference Algorithm: A Hybrid Information Theory Based Gene Network Inference Algorithm

MÖ Cingiz - Molecular Biotechnology, 2024 - Springer
Gene networks allow researchers to understand the underlying mechanisms between
diseases and genes while reducing the need for wet lab experiments. Numerous gene …

Efficient estimation of time-dependent brain functional connectivity using anatomical connectivity constraints

HH Larzabal, D Araya, LLG Rodriguez, C Roman… - IEEE …, 2023 - ieeexplore.ieee.org
There is ongoing interest in the dynamics of resting state brain networks (RSNs) as potential
predictors of cognitive and behavioural states. Multivariate Autoregressors (MAR) are used …

[图书][B] Functional and effective connectivity based classification and prediction of Alzheimer's disease

J Huang - 2023 - search.proquest.com
Alzheimer's disease (AD) is one of the most common causes of dementia and it costs
hundreds of billions of dollars worldwide each year. There are multiple stages of the …

COMBINE: A Comprehensive Multi-Omics Approach for Improving Breast Cancer Prognosis Classification in African American Women

X Feng, W Xie, L Dong, Y Xin, R Xin - 2024 - researchsquare.com
Breast cancer disproportionately affects African American women under the age of 50,
leading to higher incidence rates, more aggressive cancer subtypes, and increased mortality …

A research on prediction of bat-borne disease infection through segmentation using diffusion-weighted MR imaging in deep-machine learning approach

M Kannan, C Priya - Materials Today: Proceedings, 2023 - Elsevier
The theme of this study is to provide a detailed description of its recent improvements in
image segmentation and lesion classification in disease prognosis. Previous studies have …

COMBINE: A Novel Ensemble Learning Model for Improved Breast Cancer Prognosis in African American Women through Multi-Omics Data Integration

X Feng, W Xie, L Dong, Y Xin, R Xin - 2023 - researchsquare.com
Breast cancer exhibits a disproportionate impact on African American women below 50
years of age, as they encounter elevated incidence rates, more aggressive cancer subtypes …