I am Linkai Peng (彭琳凯), a third-year Ph.D. candidate at Northwestern University in the Department of Electrical and Computer Engineering under the supervision of Dr. Ulas Bagci.

I received my B.Eng degree in computer science and engineering from Southern University of Science and Technology, where I conducted research under the guidance of Dr. Xiaoying Tang.

My research focuses on medical image analysis, with a particular interest in foundational models, diffusion models, and multi-modal learning.

I am actively seeking internships and collaboration opportunities!

News and Updates

• Jun 2026: Started an AI/ML research internship at Johnson & Johnson.
• Jun 2026: Our paper Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT is accepted at MICCAI 2026! [Project Page]
• Feb 2026: CrossPan, a benchmark for cross-sequence pancreas MRI segmentation, is accepted at MIDL 2026! [Project Page]
• Oct 2025: TAGS, a 2D-to-3D SAM adapter for tumor segmentation, is accepted at the APAH Workshop @ ICCV 2025! [Project Page]