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Boke Liu

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Articles

Policy optimized MedGemma for multimodal prostate cancer care

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By Quan Zhou, Bohan Zeng, Fangdie Ye, Mengbo Hu, Haowen Jiang, Jimeng Hu, Boke Liu
| Nature Verified
Abstract Reliable prostate cancer decision support requires integrating evidence across MRI, ultrasound and whole slide imaging (WSI), while recognizing that these modalities differ in scale, acquisition context and label availability. We present a MedGemma-based multimodal framework for prostate cancer segmentation, Gleason grade group classification and survival prediction.
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