YN
Yonghyun Nan
University of Pennsylvania, Ajou University
Research areas: Biochemistry, Genetics and Molecular Biology · Molecular Biology · Bioinformatics and Genomic Networks · Biomedical Text Mining and Ontologies · Genetic Associations and Epidemiology
0000-0003-2963-2151
Employment
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University of Pennsylvania Postdoc
Education
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Ajou University Ph.D.2015 - 2019
Projects & Funding
Projects & funding information is unavailable.
Publications (26)
- Self-supervised plasma proteomic representations for prospective disease prediction across varying protein availability Save
- Deep learning representations of human Immune Health for precision immunology Save
- Leveraging automated machine learning to predict colon cancer prognosis from clinical features and risk groups: a retrospective cohort study Save
- Plasma protein-based and polygenic risk scores serve complementary roles in predicting inflammatory bowel disease Save
- Plasma protein-based identification of neuroimage-driven subtypes in mild cognitive impairment via protein-protein interaction aware explainable graph propagational network Save
- Harnessing Artificial Intelligence in Multimodal Omics Data Integration: Paving the Path for the Next Frontier in Precision Medicine Save
- Uncovering genetic associations in the human diseasome using an endophenotype-augmented disease network Save
- In-house data adaptation to public data: Multisite MRI harmonization to predict Alzheimer’s disease conversion Save
- Prognostic significance of senescence related tumor microenvironment genes in head and neck squamous cell carcinoma Save
- Development of complemented comprehensive networks for rapid screening of repurposable drugs applicable to new emerging disease outbreaks Save
- Genome-wide polygenic risk scores for hypertensive disease during pregnancy can also predict the risk for long-term cardiovascular disease. Save
- Discovering comorbid diseases using an inter-disease interactivity network based on biobank-scale PheWAS data Save
- Development of early prediction model for pregnancy-associated hypertension with graph-based semi-supervised learning Save
- Development and validation of a novel strong prognostic index for colon cancer through a robust combination of laboratory features for systemic inflammation: a prognostic immune nutritional index Save
- NETMAGE: A human disease phenotype map generator for the network-based visualization of phenome-wide association study results Save
- netCRS: Network-based comorbidity risk score for prediction of myocardial infarction using biobank-scaled PheWAS data. Save
- A Network-Based Analysis of Disease Complication Associations for Obstetric Disorders in the UK Biobank Save
- 487 Early prediction of pregnancy-associated hypertension : Development of novel strategies with semi-supervised learning Save
- Network reinforcement driven drug repurposing for COVID-19 by exploiting disease-gene-drug associations Save
- The translational network for metabolic disease – from protein interaction to disease co-occurrence Save