User profiles for Duc-Hau Le

Duc-Hau Le

Thuyloi University
Verified email at wru.vn
Cited by 1367

An update on physical health and economic consequences of overweight and obesity

…, KH Nguyen, VTN Ngoc, Y Tao, DH Le… - Diabetes & Metabolic …, 2018 - Elsevier
Overweight and obesity (OW and OB) have been on the increase globally and posed health
risks to the world’s population of all ages, including pre-born babies, children, adolescents, …

An update on obesity: Mental consequences and psychological interventions

…, NVT Lien, DD Vo, N Lien, VTN Ngoc, DH Le… - Diabetes & Metabolic …, 2019 - Elsevier
Besides physical consequences, obesity has negative psychological effects, thereby lowering
human life quality. Major psychological consequences of this disorder includes depression…

Machine learning-based approaches for disease gene prediction

DH Le - Briefings in functional genomics, 2020 - academic.oup.com
Disease gene prediction is an essential issue in biomedical research. In the early days,
annotation-based approaches were proposed for this problem. With the development of high-…

Graph convolutional networks for drug response prediction

…, GTT Nguyen, T Nguyen, DH Le - IEEE/ACM transactions …, 2021 - ieeexplore.ieee.org
Background : Drug response prediction is an important problem in computational personalized
medicine. Many machine-learning-based methods, especially deep learning-based ones…

Neighbor-favoring weight reinforcement to improve random walk-based disease gene prioritization

DH Le, YK Kwon - Computational biology and chemistry, 2013 - Elsevier
Background Finding candidate genes associated with a disease is an important issue in
biomedical research. Recently, many network-based methods have been proposed that …

GPEC: a Cytoscape plug-in for random walk-based gene prioritization and biomedical evidence collection

DH Le, YK Kwon - Computational biology and chemistry, 2012 - Elsevier
Finding genes associated with a disease is an important issue in the biomedical area and
many gene prioritization methods have been proposed for this goal. Among these, network-…

[HTML][HTML] Ontology-based disease similarity network for disease gene prediction

DH Le, VT Dang - Vietnam Journal of Computer Science, 2016 - Springer
Finding underlying molecular mechanisms of diseases is one of the important issues in
biomedical research. In which, prediction of novel disease-associated genes is mostly focused. …

[HTML][HTML] Unveiling prognostics biomarkers of tyrosine metabolism reprogramming in liver cancer by cross-platform gene expression analyses

TN Nguyen, HQ Nguyen, DH Le - PloS one, 2020 - journals.plos.org
Tyrosine is mainly degraded in the liver by a series of enzymatic reactions. Abnormal expression
of the tyrosine catabolic enzyme tyrosine aminotransferase (TAT) has been reported in …

[HTML][HTML] PANET: a GPU-based tool for fast parallel analysis of robustness dynamics and feed-forward/feedback loop structures in large-scale biological networks

HC Trinh, DH Le, YK Kwon - PloS one, 2014 - journals.plos.org
It has been a challenge in systems biology to unravel relationships between structural properties
and dynamic behaviors of biological networks. A Cytoscape plugin named NetDS was …

[HTML][HTML] HGPEC: a Cytoscape app for prediction of novel disease-gene and disease-disease associations and evidence collection based on a random walk on …

DH Le, VH Pham - BMC systems biology, 2017 - Springer
Background Finding gene-disease and disease-disease associations play important roles
in the biomedical area and many prioritization methods have been proposed for this goal. …