Cuiling Hu | ViLab https://vilab.team/author/cuiling-hu/ Cuiling Hu Hugo Blox Builder (https://hugoblox.com)en-usSun, 03 May 2026 00:00:00 +0000 https://vilab.team/media/icon_hu2896232876136423579.png Cuiling Hu https://vilab.team/author/cuiling-hu/ Salient Diagnostic Value Perception For Preoperative Posterior Fossa Tumor Diagnosis https://vilab.team/publication/salient-diagnostic-value-perception-for-preoperative-posteri/ Sun, 03 May 2026 00:00:00 +0000 https://vilab.team/publication/salient-diagnostic-value-perception-for-preoperative-posteri/ <p>本文提出显著诊断价值感知方法（SDVP），用于后颅窝肿瘤的术前准确诊断。该方法整合MRI影像与放射学报告，从三个互补视角学习关键诊断线索：通过对抗性样本内对比学习增强跨中心与设备差异的鲁棒性；借助知识增强的样本内对比学习提取专家引导的样本特异性特征；并在干净MRI样本上进行监督式类间对比学习以强化类别特征。</p>