Jai Woo Lee

ORCID: 0000-0002-4385-2831
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About
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Research Areas
  • Computational Drug Discovery Methods
  • Health, Environment, Cognitive Aging
  • Nutritional Studies and Diet
  • Bioinformatics and Genomic Networks
  • Cell Image Analysis Techniques
  • Machine Learning in Materials Science
  • Social Capital and Networks
  • Neuropeptides and Animal Physiology
  • RNA and protein synthesis mechanisms
  • Heavy metals in environment
  • Statistical Methods and Inference
  • Bone health and osteoporosis research
  • Genetics, Bioinformatics, and Biomedical Research
  • Qualitative Comparative Analysis Research
  • Metabolomics and Mass Spectrometry Studies
  • Protein Structure and Dynamics
  • Simulation Techniques and Applications
  • Receptor Mechanisms and Signaling
  • Birth, Development, and Health

Korea University
2023

Ewha Womans University
2021-2022

Dartmouth College
2017-2022

Dartmouth Hospital
2022

There have been numerous advances in the development of computational and statistical methods applications big data artificial intelligence (AI) techniques for computer-aided drug design (CADD). Drug is a costly laborious process considering biological complexity diseases. To effectively efficiently develop new drug, CADD can be used to apply cutting-edge various limitations field. Data pre-processing approaches, which clean raw consistent reproducible AI are introduced. We include current...

10.1042/bst20211240 article EN cc-by-nc-nd Biochemical Society Transactions 2022-01-25

We developed an R package for generating and designing data representing a network with hubs. This can build simulated based on Gaussian graphical model optionally assign numerical weights selected feature columns hubs in the network. Users design structure of matrix using precision matrix. The generated be used its application to estimation interactions features data.

10.2139/ssrn.4043789 article EN SSRN Electronic Journal 2022-01-01
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