Author

Hyojin Kim

RWTH Aachen University

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

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Biology Disciplines

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Bioinformatics· 2 Biochemistry· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Organism:human· 3 Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Rafael KramanniD· 2 shared Sikander HayatiD· 2 shared Abigail E. BurtneriD· 1 shared Adri Tran-Pearson· 1 shared Bon‐Kyoung KooiD· 1 shared Brian CoventryiD· 1 shared Cameron Criswell· 1 shared Chang Geun LeeiD· 1 shared

Activity by Year

2021-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

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2 shared papersBioinformatics

Rafael KramannORCID

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Author profile →

4 papers

Recent·Most cited

SwarmMAP: Swarm Learning for Decentralized Cell Type Annotation in Single Cell Sequencing Data

Oliver Lester Saldanha, Vivien Goepp, Kevin Pfeiffer, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, Jakob Nikolas Kather

SwarmMAP uses swarm learning to automate cell-type annotation in single-cell data without sharing raw data, achieving high accuracy across human tissues.

npj Systems Biology and Applications · Feb 18, 2026Peer-reviewedBioinformatics

scDecorr - Feature decorrelation representation learning with domain adaptation enables self-supervised alignment of multiple single-cell experiments

Ritabrata Sanyal, Yang Xu, Hyojin Kim, Rafael Kramann, Sikander Hayat

scDecorr provides a self-supervised framework for integrating single-cell RNA-seq data by decorrelating features and adapting to domain differences, improving clustering and label transfer.

bioRxiv · May 17, 2024 · PreprintBioinformatics

De novo design of protein minibinder agonists of TLR3

Chloe S. Adams, Hyojin Kim, Abigail E. Burtner, Dong Sun Lee, Craig Dobbins, Cameron Criswell, Brian Coventry, Adri Tran-Pearson, Ho Min Kim, Neil P. King

This study designs protein minibinders that act as agonists for TLR3, showing nanomolar binding and biological activity in cell lines.

bioRxiv · Apr 17, 2024Biochemistry

Mutational impact and signature of ionizing radiation

Jeonghwan Youk, Hyun Woo Kwon, Joonoh Lim, Eunji Kim, Ryul Kim, Seongyeol Park, Kijong Yi, Sara Jeon, Jinwook Choi, Hyelin Na, Eun-Seok Lee, Young-Won Cho, Dong‐Wook Min, Hyojin Kim, Yeong-Rok Kang, , Young Seok Ju

The paper investigates the mutational impact of ionizing radiation on normal cells and confirms these signatures in IR-induced cancers.

bioRxiv · Jan 12, 2021 · PreprintGenomics