Tyler Bradshaw
Credentials: PhD
I am an Assistant Professor in the Department of Radiology in the Imaging Sciences Section. I obtained a PhD in Medical Physics from the University of Wisconsin in 2016. Our research focuses on leveraging machine learning to improve medical image processing, analysis, and interpretation. I have served on the Artificial Intelligence Task Force for the Society of Nuclear Medicine and Molecular Imaging (SNMMI). I was also previously elected to serve on the SNMMI Board of Directors of the Physics, Instrumentation, and Data Science Council. Our lab explores novel multimodal methods for combining language modeling with medical image analysis. I am passionate about developing novel technologies that can improve patient and physician experiences in radiology. In addition to research, I am the Director of Clinical Nuclear Medicine Physics, and oversee the quality assurance program and physics support for PET and Nuclear Medicine at UW-Madison.
Graduate Students
Samuel Church
I am a PhD student from the Computer Science department. My research interests are self-supervised learning, multimodal learning, and small data regimes
Zachary Huemann
As a PhD student in Physics at the University of Wisconsin-Madison, my academic and research journey reflects a deep-seated interest in blending the realms of computer science and physics to tackle pressing healthcare challenges through…
Danyal Maqbool
I am a PhD student from the Computer Science department. My research interests lie in using cutting edge Machine Learning techniques to create systems that can improve the lives of people. I am currently working…
Xin Tie
My research explores deep learning applications in medical imaging, especially in the field of nuclear medicine and CT. Specific focus areas include: Longitudinal analysis of serial PET/CT images Quantitative PET imaging Radiology report summarization using…
Alumni
- Muheon Shin (fellow)
- Changhee Lee (fellow)
- Amy Weisman