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  1. Article

    Open Access

    Application of deep learning to predict the low serum albumin in new hemodialysis patients

    Serum albumin level is a crucial nutritional indicator for patients on dialysis. Approximately one-third of patients on hemodialysis (HD) have protein malnutrition. Therefore, the serum albumin level of patien...

    Cheng-Hong Yang, Yin-Syuan Chen, **-Bor Chen, Hsiu-Chen Huang in Nutrition & Metabolism (2023)

  2. No Access

    Chapter and Conference Paper

    Improved Classification Method for Detecting Potential Interactions Between Genes

    Multifactor dimensionality reduction (MDR) constitutes a highly accurate classification algorithm for gene–gene interaction (GGI) identification. GGI detection quality is commonly assessed using the correct cl...

    Li-Yeh Chuang, Yu-Da Lin, Cheng-Hong Yang in Intelligent Computing (2019)

  3. No Access

    Chapter and Conference Paper

    An Improved Multi-factor Dimensionality Reduction Approach to Identify Gene-Gene Interactions

    Genetic component of disease risk can be determined by gene–gene interactions. Multifactor dimensionality reduction (MDR) has widely used to identify gene–gene interactions based on the binary classification i...

    Li-Yeh Chuang, Yu-Da Lin, Cheng-Hong Yang in Advances in Intelligent, Interactive Syste… (2019)

  4. Article

    Open Access

    Protein folding prediction in the HP model using ions motion optimization with a greedy algorithm

    The function of a protein is determined by its native protein structure. Among many protein prediction methods, the Hydrophobic-Polar (HP) model, an ab initio method, simplifies the protein folding prediction ...

    Cheng-Hong Yang, Kuo-Chuan Wu, Yu-Shiun Lin, Li-Yeh Chuang in BioData Mining (2018)

  5. Article

    Open Access

    Cumulative receiver operating characteristics for analyzing interaction between tissue visfatin and clinicopathologic factors in breast cancer progression

    Visfatin has been reported to be associated with breast cancer progression, but the interaction between the visfatin and clinicopathologic factors in breast cancer progression status requires further investiga...

    Sin-Hua Moi, Yi-Chen Lee, Li-Yeh Chuang, Shyng-Shiou F. Yuan in Cancer Cell International (2018)

  6. Article

    Open Access

    Publisher Correction: Multiobjective differential evolution-based multifactor dimensionality reduction for detecting gene–gene interactions

     A correction to this article has been published and is linked from the HTML version of this paper. The error has been fixed in the paper.

    Cheng-Hong Yang, Li-Yeh Chuang, Yu-Da Lin in Scientific Reports (2017)

  7. Article

    Open Access

    Multiobjective differential evolution-based multifactor dimensionality reduction for detecting gene–gene interactions

    Epistasis within disease-related genes (gene–gene interactions) was determined through contingency table measures based on multifactor dimensionality reduction (MDR) using single-nucleotide polymorphisms (SNPs...

    Cheng-Hong Yang, Li-Yeh Chuang, Yu-Da Lin in Scientific Reports (2017)

  8. Article

    Open Access

    An efficiency analysis of high-order combinations of gene–gene interactions using multifactor-dimensionality reduction

    Multifactor dimensionality reduction (MDR) is widely used to analyze interactions of genes to determine the complex relationship between diseases and polymorphisms in humans. However, the astronomical number o...

    Cheng-Hong Yang, Yu-Da Lin, Cheng-San Yang, Li-Yeh Chuang in BMC Genomics (2015)

  9. Article

    Open Access

    Identification of SNP barcode biomarkers for genes associated with facial emotion perception using particle swarm optimization algorithm

    Facial emotion perception (FEP) can affect social function. We previously reported that parts of five tested single-nucleotide polymorphisms (SNPs) in the MET and AKT1 genes may individually affect FEP perform...

    Li-Yeh Chuang, Hsien-Yuan Lane, Yu-Da Lin, Ming-Teng Lin in Annals of General Psychiatry (2014)

  10. Article

    Open Access

    Identifying association model for single-nucleotide polymorphisms of ORAI1 gene for breast cancer

    ORAI1 channels play an important role for breast cancer progression and metastasis. Previous studies indicated the strong correlation between breast cancer and individual single nucleotide polymorphisms (SNPs) of...

    Wei-Chiao Chang, Yong-Yuan Fang, Hsueh-Wei Chang in Cancer Cell International (2014)

  11. No Access

    Article

    Specific primer design for the polymerase chain reaction

    The design of primers has a major impact on the success of PCR in relation to the specificity and yield of the amplified product. Here, we introduce the applications of PCR as well as the definition and charac...

    Li-Yeh Chuang, Yu-Huei Cheng, Cheng-Hong Yang in Biotechnology Letters (2013)

  12. No Access

    Article

    Particle swarm optimization algorithm for analyzing SNP–SNP interaction of renin-angiotensin system genes against hypertension

    Most non-significant individual single nucleotide polymorphisms (SNPs) were undiscovered in hypertension association studies. Their possible SNP–SNP interactions were usually ignored and leaded to missing heri...

    Shyh-Jong Wu, Li-Yeh Chuang, Yu-Da Lin, Wen-Hsien Ho in Molecular Biology Reports (2013)

  13. Article

    Open Access

    Improved branch and bound algorithm for detecting SNP-SNP interactions in breast cancer

    Single nucleotide polymorphisms (SNPs) in genes derived from distinct pathways are associated with a breast cancer risk. Identifying possible SNP-SNP interactions in genome-wide case–control studies is an impo...

    Li-Yeh Chuang, Hsueh-Wei Chang, Ming-Cheng Lin in Journal of Clinical Bioinformatics (2013)

  14. Article

    Open Access

    Anti-proliferative effect of methanolic extract of Gracilaria tenuistipitata on oral cancer cells involves apoptosis, DNA damage, and oxidative stress

    Methanolic extracts of Gracilaria tenuistipitata (MEGT) were obtained from the edible red algae. Previously, we found that water extract of G. tenuistipitata was able to modulate oxidative stress-induced DNA dama...

    Chi-Chen Yeh, **g-Iong Yang, **-Ching Lee in BMC Complementary and Alternative Medicine (2012)

  15. Article

    Open Access

    URPD: a specific product primer design tool

    Polymerase chain reaction (PCR) plays an important role in molecular biology. Primer design fundamentally determines its results. Here, we present a currently available software that is not located in analyzin...

    Li-Yeh Chuang, Yu-Huei Cheng, Cheng-Hong Yang in BMC Research Notes (2012)

  16. Article

    Open Access

    CpGPAP: CpG island predictor analysis platform

    Genomic islands play an important role in medical, methylation and biological studies. To explore the region, we propose a CpG islands prediction analysis platform for genome sequence exploration (CpGPAP).

    Li-Yeh Chuang, Cheng-Huei Yang, Ming-Cheng Lin, Cheng-Hong Yang in BMC Genetics (2012)

  17. No Access

    Protocol

    A Combined Bisulfite Restriction Analysis Bioinformatics Tool: Methyl-Ty**

    In this chapter, we introduce our developed freeware tool Methyl-Ty**. It provides methylation-related bioinformatics with a special focus on combined bisulfite restriction analysis (COBRA). We give an overv...

    Cheng-Hong Yang, Yu-Huei Cheng, Li-Yeh Chuang, Hsueh-Wei Chang in Epigenetics Protocols (2011)

  18. Article

    Open Access

    Confronting two-pair primer design for enzyme-free SNP genoty** based on a genetic algorithm

    Polymerase chain reaction with confronting two-pair primers (PCR-CTPP) method produces allele-specific DNA bands of different lengths by adding four designed primers and it achieves the single nucleotide polym...

    Cheng-Hong Yang, Yu-Huei Cheng, Li-Yeh Chuang, Hsueh-Wei Chang in BMC Bioinformatics (2010)

  19. Article

    Open Access

    SNP-RFL** 2: an updated and integrated PCR-RFLP tool for SNP genoty**

    PCR-restriction fragment length polymorphism (RFLP) assay is a cost-effective method for SNP genoty** and mutation detection, but the manual mining for restriction enzyme sites is challenging and cumbersome....

    Hsueh-Wei Chang, Yu-Huei Cheng, Li-Yeh Chuang, Cheng-Hong Yang in BMC Bioinformatics (2010)

  20. No Access

    Chapter and Conference Paper

    Confronting Two-Pair Primer Design Using Particle Swarm Optimization

    Polymerase chain reaction with confronting two-pair primers (PCR-CTPP) is a novel PCR technique had been applied to many SNPs (Single Nucleotide Polymorphisms) genoty** experiments successfully in the recent...

    Cheng-Hong Yang, Yu-Huei Cheng in Computational Collective Intelligence. Tec… (2010)

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