Tyler J. Bradshaw

Assistant Professor, Radiology, University of Wisconsin - Madison

Joined

September 2024

Names

Tyler J. Bradshaw (Preferred)

Emails

****@wisc.edu (Confirmed)

****@uwhealth.org (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Assistant Professor

Radiology, University of Wisconsin - Madison (wisc.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisee

Danyal Maqbool

2024 – Present

PhD Advisee

Samuel Church

2023 – Present

Expertise

Vision-language modeling

2019 – 2025

Medical imaging

2010 – 2025

Publications

COMMA: A Communicative Multimodal Multi-Agent Benchmark
Timothy Ossowski, Danyal Maqbool, Jixuan Chen, Zefan Cai, Tyler J. Bradshaw, Junjie Hu
- Accepted by TMLR
- Readers: Everyone
From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification
Xue Li, Jameson Merkow, Noel C. F. Codella, Alberto Santamaría-Pang, Naiteek Sangani, Alexander Ersoy, Christopher Burt, John W. Garrett, Richard J. Bruce, Joshua D. Warner, Tyler J. Bradshaw, Ivan Tarapov, Matthew P. Lungren, Alan B. McMillan
- CoRR 2025
- Readers: Everyone
Vision-Language Modeling in PET/CT for Visual Grounding of Positive Findings
Zachary Huemann, Samuel Church, Joshua D. Warner, Daniel Tran, Xin Tie, Alan B. McMillan, Junjie Hu, Steve Y. Cho, Meghan G. Lubner, Tyler J. Bradshaw
- CoRR 2025
- Readers: Everyone
COMMA: A Communicative Multimodal Multi-Agent Benchmark
Timothy Ossowski, Danyal Maqbool, Jixuan Chen, Zefan Cai, Tyler J. Bradshaw, Junjie Hu
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
COMMA: A Communicative Multimodal Multi-Agent Benchmark
Timothy Ossowski, Jixuan Chen, Danyal Maqbool, Zefan Cai, Tyler J. Bradshaw, Junjie Hu
- Submitted to ICLR 2025
- Readers: Everyone
Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer
Xin Tie, Weijie Chen, Zachary Huemann, Brayden Schott, Nuohao Liu, Tyler J. Bradshaw
- CoRR 2024
- Readers: Everyone
Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training
Aisha Urooj Khan, John W. Garrett, Tyler J. Bradshaw, Lonie Salkowski, Jiwoong Jason Jeong, Amara Tariq, Imon Banerjee
- CoRR 2024
- Readers: Everyone
Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network
Xin Tie, Muheon Shin, Changhee Lee, Scott B. Perlman, Zachary Huemann, Amy J. Weisman, Sharon M. Castellino, Kara M. Kelly, Kathleen M. McCarten, Adina L. Alazraki, Junjie Hu, Steve Y. Cho, Tyler J. Bradshaw
- CoRR 2024
- Readers: Everyone
Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024)
Arman Rahmim, Tyler J. Bradshaw, Guido Davidzon, Joyita Dutta, Georges El Fakhri, Munir Ghesani, Nicolas A. Karakatsanis, Quanzheng Li, Chi Liu, Emilie Roncali, Babak Saboury, Tahir Yusufaly, Abhinav K. Jha
- CoRR 2024
- Readers: Everyone

View all 19 publications

Co-Authors

View all 61 co-authors