Publications by authors named "Jakob Woerner"

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Leveraging automated machine learning to predict colon cancer prognosis from clinical features and risk groups: a retrospective cohort study.
Jakob Woerner, Yonghyun Nam, Sang-Hyuk Jung, Manu Shivakumar, Matthew Lee

Eur J Surg Oncol· September 2025

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Large-scale evaluation of proteomic and polygenic risk scores reveals complementary contributions to incident disease prediction.
Jakob Woerner, Thomas M Westbrook, Jaehyun Joo, Manu Shivakumar, Rasika Venkatesh

medRxiv· July 2025

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Protein risk scores enable precise prediction of cardiovascular events in chronic kidney disease patients.
Yang-Gyun Kim, Yonghyun Nam, Thomas M Westbrook, Jaehyun Joo, Jakob Woerner

medRxiv· July 2025

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Genome-Wide Assessment of Pleiotropy Across >1000 Traits from Global Biobanks.
Michael G Levin, Satoshi Koyama, Jakob Woerner, David Y Zhang, Alexis Rodriguez

medRxiv· May 2025

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Phenome-wide comorbidity network analysis reveals clinical risk patterns in enthesopathy and enthesitis.
Yonghyun Nam, Dong-Gi Lee, Jakob Woerner, Se-Hwan Lee, Min Ji Lee

medRxiv· April 2025

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The interplay of sex and genotype in disease associations: a comprehensive network analysis in the UK Biobank.
Vivek Sriram, Jakob Woerner, Yong-Yeol Ahn, Dokyoon Kim

Hum Genomics· January 2025

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Plasma protein-based and polygenic risk scores serve complementary roles in predicting inflammatory bowel disease.
Jakob Woerner, Thomas Westbrook, Seokho Jeong, Manu Shivakumar, Allison R Greenplate

Pac Symp Biocomput· December 2024

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Frequency of adding salt is a stronger predictor of chronic kidney disease in individuals with genetic risk.
Manu Shivakumar, Yanggyun Kim, Sang-Hyuk Jung, Jakob Woerner, Dokyoon Kim

Pac Symp Biocomput· December 2024

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Cytometry masked autoencoder: An accurate and interpretable automated immunophenotyper.
Jaesik Kim, Matei Ionita, Matthew Lee, Michelle L McKeague, Ajinkya Pattekar, Jakob Woerner

Cell Rep Med· November 2024

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Harnessing Artificial Intelligence in Multimodal Omics Data Integration: Paving the Path for the Next Frontier in Precision Medicine.
Yonghyun Nam, Jaesik Kim, Sang-Hyuk Jung, Jakob Woerner, Erica H Suh

Annu Rev Biomed Data Sci· August 2024

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Genotype-First Approach Identifies an Association between rs28374544/FOG2 and Liver Disease through Alterations in mTORC1 Signaling.
Donna M Conlon, Siri Kanakala, Tess Cherlin, Yi-An Ko, Cecilia Vitali, Jakob Woerner

Genes (Basel)· August 2024

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Uncovering genetic associations in the human diseasome using an endophenotype-augmented disease network.
Jakob Woerner, Vivek Sriram, Yonghyun Nam, Anurag Verma, Dokyoon Kim

Bioinformatics· March 2024

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Uncovering genetic associations in the human diseasome using an endophenotype-augmented disease network.
Jakob Woerner, Vivek Sriram, Yonghyun Nam, Anurag Verma, Dokyoon Kim

medRxiv· May 2023

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Quality Control Procedures for Genome-Wide Association Studies.
Van Q Truong, Jakob A Woerner, Tess A Cherlin, Yuki Bradford, Anastasia M Lucas

Curr Protoc· November 2022

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Circulating microbial content in myeloid malignancy patients is associated with disease subtypes and patient outcomes.
Jakob Woerner, Yidi Huang, Stephan Hutter, Carmelo Gurnari, Jesús María Hernández Sánchez

Nat Commun· February 2022

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Metabolic alterations in meningioma reflect the clinical course.
Waseem Masalha, Karam Daka, Jakob Woerner, Nils Pompe, Stefan Weber

BMC Cancer· March 2021

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