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List of works by Wilson Goh

A network-based maximum link approach towards MS identifies potentially important roles for undetected ARRB1/2 and ACTB in liver cancer progression.

scientific article published on January 2012

AI Paradigms for Teaching Biotechnology

scientific article published on 22 October 2018

Advanced bioinformatics methods for practical applications in proteomics

scientific article published on 01 January 2019

Advancing Clinical Proteomics via Analysis Based on Biological Complexes: A Tale of Five Paradigms

scientific article published on 25 July 2016

Analysing extremely small sized ratio datasets.

scientific article published on January 2015

CYP4Z1 - A Human Cytochrome P450 Enzyme that Might Hold the Key to Curing Breast Cancer

scientific article published on 7 February 2017

Class-paired Fuzzy SubNETs: A paired variant of the rank-based network analysis family for feature selection based on protein complexes.

scientific article published on 8 April 2017

Comparative network-based recovery analysis and proteomic profiling of neurological changes in valproic acid-treated mice.

scientific article published on 17 April 2013

Computational proteomics: designing a comprehensive analytical strategy.

scientific article published on 18 July 2013

Contemporary network proteomics and its requirements

scientific article

Correction to “Comparative Network-Based RecoveryAnalysis and Proteomic Profiling of Neurological Changes in ValproicAcid-Treated Mice”.

scientific article published on 4 September 2013

Dealing with Confounders in Omics Analysis

scientific article published on 20 February 2018

Deeper investigation into the utility of functional class scoring in missing protein prediction from proteomics data

scientific article published on 01 April 2019

Design principles for clinical network-based proteomics.

scientific article published on 27 May 2016

Effect of serum amyloid A1 treatment on global gene expression in THP-1-derived macrophages.

scientific article published on 8 January 2012

Enhancing the utility of Proteomics Signature Profiling (PSP) with Pathway Derived Subnets (PDSs), performance analysis and specialised ontologies.

scientific article

Evaluating feature-selection stability in next-generation proteomics

scientific article

Feature selection in clinical proteomics: with great power comes great reproducibility.

scientific article published on 14 December 2016

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data

scientific article published on 22 September 2023

Fuzzy-FishNET: a highly reproducible protein complex-based approach for feature selection in comparative proteomics

scientific article

Genesis and growth of extracellular-vesicle-derived microcalcification in atherosclerotic plaques

scientific article

How advancement in biological network analysis methods empowers proteomics ⬇️

scientific article published on January 19, 2012

Integrating Networks and Proteomics: Moving Forward.

scientific article published on 13 June 2016

Multiple apolipoprotein kinetics measured in human HDL by high-resolution/accurate mass parallel reaction monitoring

scientific article published on 9 February 2016

NetProt: Complex-based Feature Selection.

scientific article

Network-based characterization of the synaptic proteome reveals that removal of epigenetic regulator Prmt8 restricts proteins associated with synaptic maturation

scientific article

Network-based pipeline for analyzing MS data: an application toward liver cancer

scientific article

Networks in proteomics analysis of cancer

scientific article published on 05 March 2013

PARP9 and PARP14 cross-regulate macrophage activation via STAT1 ADP-ribosylation

scientific article (publication date: 31 October 2016)

Protein complex-based analysis is resistant to the obfuscating consequences of batch effects --- a case study in clinical proteomics.

scientific article published on 14 March 2017

Proteomic investigation of intra-tumor heterogeneity using network-based contextualization - A case study on prostate cancer

scientific article published on 16 July 2019

Proteomics Signature Profiling (PSP): A Novel Contextualization Approach for Cancer Proteomics ⬇️

scientific article published on February 9, 2012

Quantitative proteomics signature profiling based on network contextualization

scientific article

Random forests on Hadoop for genome-wide association studies of multivariate neuroimaging phenotypes

scientific article

Spectra-first feature analysis in clinical proteomics - A case study in renal cancer

scientific article published on October 2016

Stress sensor Ire1 deploys a divergent transcriptional program in response to lipid bilayer stress

scientific article published on 01 July 2020

Targeting metabolic flexibility via angiopoietin-like 4 protein sensitizes metastatic cancer cells to chemotherapy drugs

scientific article published on 20 October 2018

The role of miRNAs in complex formation and control.

scientific article published on 16 December 2011

Turning straw into gold: building robustness into gene signature inference

scientific article published in January 2019

Understanding missing proteins: a functional perspective.

scientific article published on 17 November 2017

Valproic acid mediates miR-124 to down-regulate a novel protein target, GNAI1.

scientific article published on 27 October 2015

Why Batch Effects Matter in Omics Data, and How to Avoid Them.

scientific article

Why breast cancer signatures are no better than random signatures explained

scientific article published in November 2018

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