Research Overview

The Jeong Lab develops computational, statistical, and artificial intelligence approaches to understand and diagnose human disease. Building on expertise in computer science, transcriptomics, and next-generation sequencing-based genomics, the lab creates scalable algorithms and software platforms that transform large-scale biomedical data into biological and clinical insight.

The lab's work spans CRISPR screen analysis, transposable element quantification, multi-omics integration, electronic health record analysis, and rare disease gene prioritization. Current efforts are expanding into biomedical artificial intelligence, including diagnostic foundation models, multimodal AI, and language-aware systems that integrate molecular profiles, clinical phenotypes, electronic health records, real-world data, and biomedical knowledge.

Through tools such as CRISPRcloud, SalmonTE, LA-MARRVEL, and MARRVEL-MCP, the lab aims to build robust, interpretable, and clinically useful systems that support precision medicine and accelerate discovery across rare disease, neurological disease, and human health.