PhD Student, Computer Science, University of Wisconsin–Madison
Research
I am a third-year PhD student in Computer Science at UW–Madison, advised by
Prof. Tyler J. Bradshaw and Prof. Junjie Hu.
My research focuses on multimodal learning and vision–language models for medical imaging,
with an emphasis on 3D image understanding, multimodal alignment, and clinically grounded evaluation.
Publications & Grants
COMMA: A Communicative Multimodal Multi-Agent Benchmark — TMLR, 2025 Timothy Ossowski, Danyal Maqbool, Jixuan Chen, Zefan Cai, Tyler J. Bradshaw, Junjie Hu
[OpenReview]
Promptable 3D Lesion Segmentation in CT: Converting 2D PACS Annotations into 3D Training Datasets — SIIM-CAIMI, 2025 Samuel Church, Joshua D. Warner, Danyal Maqbool, Xin Tie, Junjie Hu, Meghan G. Lubner, Tyler J. Bradshaw
Grounded Vision–Language Modeling for PET Lesions — MMFM-BIOMED Workshop at CVPR, 2025 Danyal Maqbool, Zachary M. Huemann, Junjie Hu, Tyler J. Bradshaw
[poster link]
UW–Madison Fall Research Grant — $30,000 Research Grant, 2025 Danyal Maqbool, Logan G. Talbot, Dean A. Johnson, Nancy Schultz-Darken, Ben Boerigter, Jake Gutkes, Jeanette M. Metzger, Emma Mohr, Karla K. Ausderau, Tyler J. Bradshaw, Marina E. Emborg
