Author

W. K. Peng

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 3

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1

Frequent Co-Authors

T. P. Loh· 2 shared B. O. Boehm· 1 shared J. Han· 1 shared L. Chen· 1 shared T.-T. Ng· 1 shared

Activity by Year

2019-2020 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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2 shared papersBioengineering

T. P. Loh

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3 papers

Recent·Most cited

Machine learning assistive rapid, label-free molecular phenotyping of blood with two-dimensional NMR correlational spectroscopy

W. K. Peng, T.-T. Ng, T. P. Loh

This paper develops a method for rapid, label-free molecular phenotyping of blood using 2D NMR spectroscopy and machine learning for disease diagnosis.

bioRxiv · Jun 20, 2020Bioengineering

Clustering NMR: Machine learning assistive rapid (pseudo) two-dimensional relaxometry mapping

W. K. Peng

This paper introduces Clustering NMR, a machine learning-assisted method for rapid and accurate object classification using low-field NMR relaxometry with improved sensitivity and specificity.

bioRxiv · Apr 29, 2020Bioengineering

Molecular Phenotyping of Oxidative Stress in Diabetes Mellitus with Point-of-care NMR system

W. K. Peng, L. Chen, B. O. Boehm, J. Han, T. P. Loh

This paper introduces a point-of-care NMR system to assess oxidative stress in diabetes patients, enabling rapid sub-stratification based on redox status and glycemic levels.

bioRxiv · Mar 1, 2019Bioengineering