Alexander Do

I am an undergraduate student at The Johns Hopkins University in Baltimore, Maryland, where I have affiliations with the Applied Mathematics and Statistics and Computer Science departments.

Portrait of Alexander Do

News

Research

My research interest is in the theory and practice of machine intelligence, especially in the context of AI4Health. In particular, I focus on two major themes:

  1. Algorithms. How do we develop generalizable, scalable, and efficient multimodal and generative models?
  2. Interactions. How do we foster synergistic human-AI collaboration in critical settings such as healthcare?

I am advised by Dr. Mathias Unberath (JHU) and Dr. Chenyu You (SBU).

Peer-reviewed Journal Articles

Peer-reviewed Conference Papers

Explainable AI for Image-based 2D/3D Registration Quality Assessment

Sue Min Cho, Alexander Do, Russell Taylor, Mathias Unberath

MICCAI Workshop on AI for Safe Surgery, 2026.

Teaching

EN.553.492/692 Mathematical Biology (JHU, AMS Department) — Teaching Assistant, Spring 2026.

EN.601.457/657 Computer Graphics (JHU, CS Department) — Head Course Assistant, Fall 2026.

Academic Service

Journal Reviewer: IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Medical Imaging (TMI), International Journal of Computer Assisted Radiology and Surgery (IJCARS).

Conference Reviewer: International Conference on Information Processing in Computer-Assisted Interventions (IPCAI).

Industry