Winston Hu
Winston Hu
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Radiomics analysis
Learning Brain Tumor Representation in 3D High-Resolution MR Images via Interpretable State Space Models
In this project, we investigate the State Space Models, especially Mamba. We use Masked Image Modeling pre-training strategy, and fintune the model for 3D radiomics analysis. We evaluate the model in terms of downstream classification task and its latent space interpretability.
Qingqiao Hu
,
Daoan Zhang
,
Jiebo Luo
,
Zhenyu Gong
,
Benedikt Wiestler
,
Jianguo Zhang
,
Hongwei Bran Li
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