Medical Robotics Algorithm Engineer | Medical Image Processing | Deep Learning
Building intelligent perception systems for surgical robots.
- Research focus: Graph neural networks for medical image analysis, surgical scene understanding
- Currently exploring: Self-supervised learning on 3D medical data, vision-language models for surgical workflows
- Writing at yangcazz.github.io
| Languages |
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| Deep Learning |
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| GNN & Graphs |
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| Medical Imaging |
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| Tools & DevOps |
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| Research |
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- 类增量学习 (Class-Incremental Learning) 深入:最难的持续学习设定,与方法演进的五波浪潮
- 持续学习 (Continual Learning) 全景:模型如何在不断变化的世界中边学边用
- 当生成即理解遇到临床安全：生成式医学 AI 的信任鸿沟与可信路线图
- 生成即理解：Vision Banana 范式将如何重塑 3D 医学影像
- Vision Banana 深度解析：图像生成器何以成为通才视觉学习者
