Author

Christopher Peter Marquis

UNSW SydneyORCID 0000-0003-1656-7215Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1 Assay:electronic health records· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Benjamin HengiD· 1 shared Bruce James BrewiD· 1 shared C. JagadishiD· 1 shared Damith SenanayakeiD· 1 shared Diba Ahmadi Rastegar· 1 shared Gayathri SundaramiD· 1 shared Gilles J. GuilleminiD· 1 shared Glenda Margaret HallidayiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Benjamin HengORCID

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2 papers

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedJun 12, 2024

Visualization of Incrementally Learned Projection Trajectories for Longitudinal Data

Tamasha Malepathirana, Damith Senanayake, Vini Gautam…·Saman Kumara Halgamuge

The paper introduces IL-VIS, a machine learning pipeline that incrementally learns and visualizes progression trajectories for longitudinal data, demonstrating its utility on brain organoid electrophysiological data.

5 citations

electronic health recordsmachine learning (classical)

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GenomicsCell & BiosciencePeer-reviewedJan 4, 2023

Single-cell DNA methylation sequencing by combinatorial indexing and enzymatic DNA methylation conversion.

Zac Chatterton, Praves Lamichhane, Diba Ahmadi Rastegar…·John B. Kwok

The paper introduces a single-cell DNA methylation sequencing method that improves resolution and accuracy compared to existing techniques.

29 citations

humanDNA methylation

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