International Journal of Computer Assisted Radiology and Surgery (IJCAR). Special Issue: Information Processing in Computer-Assisted Interventions (IPCAI) 2025. Audience-voted extended oral presentation.
*Equal contribution.
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, Computer Science, and Physics and Astronomy departments.
News
- May 2025 Joined AWS as an intern.
- Dec 2024 One paper early accepted at IPCAI 2025.
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:
- Algorithms. How do we develop generalizable, scalable, and efficient multimodal and generative models?
- 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). I am mentored by Sue Min Cho (JHU), Yiqing Shen (JHU), and Qin Ren (SBU).
Peer-reviewed Journal Articles
Preprints
arXiv preprint, 2025.
Teaching
EN.553.492/692 Mathematical Biology (JHU, AMS Department) — Teaching Assistant, Spring 2026.
Academic Service
Journal Reviewer: IEEE Transactions on Neural Networks and Learning Systems (TNNLS), IEEE Transactions on Medical Imaging (TMI).
Conference Reviewer: International Conference on Information Processing in Computer-Assisted Interventions (IPCAI).
Industry
- Summer 2025 Software Development Engineer Intern at Amazon Web Services (AWS), working on AWS Organizations in the Seattle, Washington office. Photos of fond memories from the summer can be found here.
- Summer 2026 Software Development Engineer Intern at Amazon Web Services (AWS), working on CloudFormation in the Seattle, Washington office.