Research & Teaching
Research Experience
- Aug 2021-Present: Johns Hopkins University, Institute of Computational Medicine (Baltimore, USA) - Lead Project Coordinator, Graduate Research Assistant
- Jun 2020-Oct 2020:
- Jun 2019-Jul 2020:
Publications
2023
- Juandalyn CB*, Yang KW*, Lkhagvajav Z, …, Taylor CO. Designing Software for Genomics Medicine Service Leaders to Engage Stakeholders. 2023 IEEE International Conference on Healthcare Informatics (ICHI). 2023.
- Yang KW*, Paris C*, Gorman K*, …, Ray SC. Factors associated with resistance to SARS-CoV-2 infection discovered using large-scale medical record data and machine learning. PloS one. 2023. [link, press release, news]
2022
- Mesinovic M, Yang KW. Multi-label Neural Model for Prediction of Myocardial Infarction Complications with Resampling and Explainability. In 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). 2022. [link]
- Ghosheh GO, Alamad B, Yang KW, …, Shamout FE. Clinical prediction system of complications among patients with COVID-19: A development and validation retrospective multicentre study during first wave of the pandemic. Intell Based Med. 2022. [link]
2020
- Yang KW, Oh K, Ha S. Challenges in Scaling Down of Free-Floating Implantable Neural Interfaces to Millimeter Scale. IEEE Access. 2020. [link, press release]
- Ibrahim L*, Mesinovic M*, Yang KW*, Eid MA. Explainable Prediction of Acute Myocardial Infarction Using Machine Learning and Shapley Values. IEEE Access. 2020. [link]
- Akram MA, Yang KW, Ha S. Duty-Cycled Wireless Power Transmission for Millimeter-Sized Biomedical Implants. Electronics. 2020. [link]
Teaching Experience
2022 Aug-2023 May: Precision Care Medicine Course at Johns Hopkins University - Teaching Assistant
Precision Care Medicine is a two-semester project-based learning course. Projects will use methods of machine learning and mechanistic and statistical modeling to develop novel data-driven solutions to important health care problems that arise in anesthesiology and critical care medicine. The scope of such problems is vast, and few have been approached before.