Darin Tsui

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Hi there! My name is Darin. I’m a Ph.D. student at the Georgia Institute of Technology studying Electrical and Computer Engineering and Bioengineering. I previously received my BS degree at the University of California San Diego in Bioengineering.

I am currently working on developing explainable tools for generative models in bioinformatics with Dr. Amirali Aghazadeh. Previously, I was designing a low-cost surgical navigation platform using computer vision under Dr. Frank Talke in the Talke Biomedical Device Lab. I have also designed a bioelectronic COVID-19 diagnostic test under Dr. Gert Cauwenberghs in the Integrated Systems Neuroengineering Laboratory.

Outside of research, I was the 2022-2023 President of the Institute of Electrical and Electronics Engineers (IEEE) student branch at UC San Diego. I am an active IEEE member as well as a member of the IEEE Engineering in Medicine and Biology Society (EMBS).

News

Apr 04, 2024 Excited to announce that I was awarded the National Science Foundation (NSF) Graduate Research Fellowship (GRFP) to support my PhD!
Aug 31, 2023 I had the opportunity to give a talk at the ASME Information Storage and Processing Systems (ISPS) on the promise of stereoscopic vision in computer-assisted surgery.
Jul 31, 2023 I had the opportunity to present my work at the IEEE Engineering in Medicine and Biology Society (EMBS) on machine learning COVID-19 detection and optical surgical navigation.
Jun 23, 2023 Happy to announce that I will be joining the Georgia Institute of Technology this Fall to pursue a Ph.D. in Electrical and Computer Engineering and Bioengineering!

Selected Publications

  1. SHAPzero_logo.png
    SHAP zero Explains Genomic Models with Near-zero Marginal Cost for Future Queried Sequences
    D. Tsui, A. Musharaf , Y.E. Erginbas , and 2 more authors
    arXiv, 2024
    Website
  2. ICLR2024.png
    On recovering higher-order interactions from protein language models
    D. Tsui, and A. Aghazadeh
    International Conference on Learning Representations (ICLR) Workshop on Generative and Experimental perspectives in bioMolecular design (GEM), 2024
    Website
  3. Microsys.png
    A low-cost, open-source-based optical surgical navigation system using stereoscopic vision
    D. Tsui, K. Ramos , C. Melentyev , and 5 more authors
    Microsystem Technologies, 2024
    Website