Junmo Kim

Hello! My name is Junmo Kim, and I'm a Postdoctoral Scholar in the Department of Anesthesiology, Perioperative and Pain Medicine at Stanford University, advised by Prof. Nima Aghaeepour. I received my Ph.D. in Bioengineering from Seoul National University, where I actively worked under the supervision of Prof. Kwangsoo Kim. I obtained my Bachelor's degree in Industrial Management Engineering and Mathematics from Korea University.

I am interested in building multimodal foundation model for biomedical data - integrating electronic health records, unstructured medical data, and multi-omics measurements to enable better clinical prediction and discover novel biomarkers and disease phenotypes.

I have hands-on experience with a wide range of biomedical data modalities, specifically electronic health records (EHRs), including OMOP Common Data Model (CDM) and Clinical Data Warehouse (CDW), physiological signal data, such as electrocardiogram (ECG), and multi-omics data spanning genomics (SNPs), metabolomics, and microbiome.

My current research topics of interest include, but are not limited to, the following:

• Multimodal foundation model for biomedical data
• Discovering new clinical and biological knowledge through AI
• Enhancing generalizability of AI models