
معرفی
Dr. Min Xu is a Courtesy Professor in the Computational Biology Department within the School of Computer Science at Carnegie Mellon University. His research focuses on advancing computer vision and machine learning for biomedical image analysis, particularly cellular cryo-electron tomography (Cryo-ET) and automated science video analysis. He leads a lab developing cutting-edge computational tools for structural biology and medical imaging.
Key research directions include:
- High-resolution 3D Cryo-ET image analysis
- AI-driven medical image segmentation
- Few-shot learning for cryo-EM analysis
- Video analysis frameworks for laboratory automation
Notable contributions include the AITom toolkit for Cryo-ET analysis and pioneering work in adapting foundation models for medical imaging tasks. His work has been published in top venues like CVPR, MICCAI, and Nature-associated journals.
No academic awards or grants are explicitly listed in the provided text. He maintains an active lab focused on translating computational methods into impactful biomedical research tools.
Min Xu در سایتهای دیگر
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Min XuUniversity of Hawaii at Manoa · دانشیار
Yuyin ZhouUniversity of California, Santa Cruz · استادیار- Ismail Ben AyedÉcole de Technologie Supérieure · دانشیار
- MMin XuUniversity of Technology Sydney · استاد
Haomiao NiUniversity of Memphis · استادیار- CChi-Min HoMax Planck Florida Institute for Neuroscience · استادیار