34 citations · 38 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…