Author

Ji‐Youn Sung

Kyung Hee UniversityORCID 0000-0002-6607-2117Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:Bayesian inference· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1

Frequent Co-Authors

Inyeop Jang· 2 shared Isabel BarnfatheriD· 2 shared Jean Rene V. ClemenceauiD· 2 shared Jeong Hwan ParkiD· 2 shared Tae Hyun HwangiD· 2 shared Amelia R. Schroeder· 1 shared Baohong ZhangiD· 1 shared Chunyu LuoiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersGenomics

Inyeop Jang

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Scaling up spatial transcriptomics for large-sized tissues: uncovering cellular-level tissue architecture beyond conventional platforms with iSCALE

Amelia R. Schroeder, Melanie Loth, Chunyu Luo, Sicong Yao, Hanying Yan, Daiwei Zhang, Sarbottam Piya, Edward D. Plowey, Wenxing Hu, Jean Rene V. Clemenceau, Inyeop Jang, Minji Kim, Isabel Barnfather, Su Jing Chan, Taylor L. Reynolds, , Mingyao Li

iSCALE predicts super-resolution gene expression and annotates tissue architecture in large tissues, revealing features missed by conventional spatial transcriptomics.

Nature Methods · Sep 1, 2025Peer-reviewedGenomics

Deep Gaussian Process with Uncertainty Estimation for Microsatellite Instability and Immunotherapy Response Prediction Based on Histology

Sunho Park, Mark Pettigrew, Yoon Jin Cha, In-Ho Kim, Minji Kim, Imon Banerjee, Isabel Barnfather, Jean Rene V. Clemenceau, Inyeop Jang, Hyunki Kim, Young-Hoon Kim, Rish K. Pai, Jeong Hwan Park, Jewel J. Samadder, Kyo Young Song, , Tae Hyun Hwang

MSI-SEER uses deep Gaussian processes to predict microsatellite instability from histology images, achieving high accuracy in MSI prediction and ICI response prediction.

bioRxiv · Nov 1, 2024 · PreprintBioinformatics