Author

Scott Christley

Southwestern Medical CenterORCID 0000-0002-9889-1221Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Brian CorrieiD· 2 shared Lindsay Grey CowelliD· 2 shared Lonneke SchefferiD· 2 shared Alessandro SetteiD· 1 shared Alexandre Almeida da Costa· 1 shared Andrei SlabodkiniD· 1 shared Antonio MartiniiD· 1 shared Artur RochaiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersBioinformatics

Brian CorrieORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 6, 2026

Revised Adaptive Immune Receptor Data in the Immune Epitope Database

Lonneke Scheffer, Eve Richardson, Randi Vita…·Bjoern Peters

The paper revises the standardization and validation pipeline for immune receptor data in the IEDB to improve data consistency and usability.

1 citation

proteomicsstatistical model

𝕏 PostBluesky

BioinformaticsNature Machine IntelligencePeer-reviewedNov 16, 2021

immuneML: an ecosystem for machine learning analysis of adaptive immune receptor repertoires

Milena Pavlović, Lonneke Scheffer, Keshav Motwani…·Geir Kjetil Sandve

immuneML provides an open-source ecosystem for reproducible and interoperable machine learning analysis of adaptive immune receptor repertoires, demonstrating its utility through benchmarking and novel methods.

87 citationstop 3%

machine learning (classical)benchmarking

𝕏 PostBluesky