IEEE Journal of Translational Engineering in Health and Medicine
Articles, Published Articles
Nature-Inspired Multiobjective Cancer Subtype Diagnosis
Abstract
Cancer gene expression data is of great importance in cancer subtype diagnosis and drug discovery. Many computational methods have been proposed to classify subtypes using those data. However, most of the previous computational methods suffer from poor interpretability, experimental noises,...
Read more
Posted on 26 MAR 2019
Featured Articles
Robust and Efficient Biomolecular Clustering of Tumor Based on p -Norm Singular Value Decomposition
High dimensionality has become a typical feature of biomolecular data. In this paper, a novel dimension reduction method named p-norm singular value decomposition (PSVD) is proposed to seek the low-rank approximation matrix to the biomolecular data. To enhance the robustness...
Read more
Posted on 17 AUG 2017
Featured Articles
Pharmacokinetic Tumor Heterogeneity as a Prognostic Biomarker for Classifying Breast Cancer Recurrence Risk
Majid Mahrooghy, Ahmed B. Ashraf, Dania Daye, Elizabeth S. McDonald, Mark Rosen, Carolyn Mies, Michael Feldman, Despina Kontos
Majid Mahrooghy, Ahmed B. Ashraf, Dania Daye, Elizabeth S. McDonald, Mark Rosen, Carolyn Mies, Michael Feldman, and Despina Kontos, University of Pennsylvania
Volume: 62 , Issue: 6 Page(s): 1585 – 1594
Breast tumors have been shown to be highly heterogeneous lesions. Intra-tumor...
Read more
Posted on 25 MAY 2015
Featured Articles
RANWAR: Rank-Based Weighted Association Rule Mining From Gene Expression and Methylation Data
ACCESS PAPER DATA
READ FULL ARTICLE ON IEEE XPLORE
Abstract
Ranking of association rules is currently an interesting topic in data mining and bioinformatics. The huge number of evolved rules of items (or, genes) by association rule mining (ARM) algorithms makes confusion to...
Read more
Posted on 4 MAR 2015