CV
Mengqi Gao
Concise Curriculum Vitae
Profile
I am interested in computational and quantitative approaches to biomedical research, especially sequence-based protein interaction prediction, multi-omics analysis, structural bioinformatics, and data-driven modeling of complex biological systems.
Education
Wuhan University
2024 - 2027 expected
School and Hospital of Stomatology
Master's Candidate in Stomatology
Peking University
2019 - 2024
School and Hospital of Stomatology
Bachelor of Medicine in Stomatology
Research
- Sequence-based protein interaction prediction, dataset construction, model evaluation, and selected structure-based validation (manuscript in preparation).
- scRNA-seq and bulk RNA-seq analysis, scRNA-microbiome integrated analysis, differential expression analysis, and visualization.
- Collaborative oral biomaterials research, including antimicrobial assays, cell experiments, animal-model evaluation, and quantitative data analysis (submitted manuscript; planned co-first authorship, third-listed).
- Systematic review and meta-analysis of robot-assisted dental implant placement accuracy.
- Experimental experience in molecular biology, bacterial and mammalian cell culture, antimicrobial assays, animal models, and quantitative data analysis.
Selected Outputs
- Wang J*, Gao M*, Zhao Y, Shi B, Wu X, Zhang Y, Yan Q. Comparison of dental implant placement accuracy between robotic and static or dynamic computer-assisted surgeries: a systematic review and meta-analysis. Med Oral Patol Oral Cir Bucal. 2026;31(1):e1-e10. doi:10.4317/medoral.27132. *Equal contribution.
- Chen Z*, Yang H*, Gao M, Hu X, Li Y, Wang L. Decouple U-Net: A method for the segmentation and counting of macrophages in whole slide imaging. In: Pattern Recognition and Computer Vision: PRCV 2022. Lecture Notes in Computer Science, vol. 13535. Springer; 2022. doi:10.1007/978-3-031-18910-4_9. Code.
- Hou J, Gao M, Xie A, Peng X, Liu J, Wang W. Study on the scale and tendency of dental schools in the United States and its implications to China. Chinese Journal of Medical Education Research. 2023;22(10):1462-1465. doi:10.3760/cma.j.cn116021-20210625-01441.
- Chen X, Li Z, Gao M, Zhang Y, Leong CT, Li H, Chen J. Protein as a Second Language for LLMs. arXiv. 2025. arXiv:2510.11188.
- Wang L, Yang H, Chen Z, Gao M, Hu X, Li Y. Method for segmenting and counting irregular cells and related equipment. Chinese Invention Patent CN114943723B, granted May 28, 2024. Patent record.
Skills
Computational biology and omics analysis; protein and structural bioinformatics; Python, R, Linux command-line workflows, shell scripting, Git-based version control, and high-performance computing environments.