Shuhan Xiao
@shuhan-xiao.bsky.social
PhD student in ML + Medical Image Computing @dkfz.bsky.social / Uni Heidelberg
Presenting our predictive imaging biomarker discovery paper at #WACV2025 on Sunday!✨
📄 arxiv.org/abs/2406.02534
We explore how image features that help guide treatment decisions can be identified using CATE estimators for image inputs and propose an evaluation protocol to assess their performance
📄 arxiv.org/abs/2406.02534
We explore how image features that help guide treatment decisions can be identified using CATE estimators for image inputs and propose an evaluation protocol to assess their performance
Enhancing predictive imaging biomarker discovery through treatment effect analysis
Identifying predictive covariates, which forecast individual treatment effectiveness, is crucial for decision-making across different disciplines such as personalized medicine. These covariates, refer...
arxiv.org
February 26, 2025 at 3:04 PM
Presenting our predictive imaging biomarker discovery paper at #WACV2025 on Sunday!✨
📄 arxiv.org/abs/2406.02534
We explore how image features that help guide treatment decisions can be identified using CATE estimators for image inputs and propose an evaluation protocol to assess their performance
📄 arxiv.org/abs/2406.02534
We explore how image features that help guide treatment decisions can be identified using CATE estimators for image inputs and propose an evaluation protocol to assess their performance