Harmonizing Life’s Symphony: Computational Insights in Biology through Advanced Imaging Analysis
Thank you for visiting my personal page. My name is Tian Xia. I am currently a Postdoc at UTHealth Houston. My current work involving representation learning (unsupervised, contrast learning etc) on MRI images from UKBiobank and perform genetic analysis on these extract features. I had my Ph.D. at Baylor College of Medicine major in the Quantitative & Computational Biosciences. My Ph.D. thesis focus is developing computational approaches to analyze imaging data of mouse reproductive system and activity. Other than thesis projects, I have extensive experience in data science, machine learning, and computational biology.
Before my Ph.D. study, I worked as a research assistant from 2018 to 2019 in Dr. Robert Weinberg’s lab at Massachusetts Institute of Technology and in Dr. Yibin Kang’s lab at Princeton University.
Research Interest
- Machine learning and deep learning
- Imaging analysis
- Data exploration and modelling
- Computational biology (multi-omics data analysis)
Fun facts
- Living the purr-fect life with a trio of fabulous felines! 🐾
- I’m not just serving fun; I’m a pro at tennis excitement! 🎾
- Board games are my jam! 🎲