34 citations · 38 across the 5 of their papers we have counts for
5 papers
Surgical Video Generation From Diffusion to World Models: A Survey
Fuxiang Huang, Chenxu Zhang, Liang Han +1
Surgical video data provides the primary training resource for models of intraoperative perception, surgical workflow understanding, and robotic decision-making. However, clinical…
Causal Transfer in Medical Image Analysis
Mohammed M. Abdelsamea, Daniel Tweneboah Anyimadu, Tasneem Selim +4
Medical imaging models frequently fail when deployed across hospitals, scanners, populations, or imaging protocols due to domain shift, limiting their clinical reliability. While t…
Automated urban waterlogging assessment and early warning through a mixture of foundation models
Chenxu Zhang, Fuxiang Huang, Lei Zhang
With climate change intensifying, urban waterlogging poses an increasingly severe threat to global public safety and infrastructure. However, existing monitoring approaches rely he…
Methodology and Real-World Applications of Dynamic Uncertain Causality Graph for Clinical Diagnosis with Explainability and Invariance
Zhan Zhang, Qin Zhang, Yang Jiao +18
AI-aided clinical diagnosis is desired in medical care. Existing deep learning models lack explainability and mainly focus on image analysis. The recently developed Dynamic Uncerta…
Vision Mamba: A Comprehensive Survey and Taxonomy
Xiao Liu, Chenxu Zhang, Lei Zhang
State Space Model (SSM) is a mathematical model used to describe and analyze the behavior of dynamic systems. This model has witnessed numerous applications in several fields, incl…