New work from Guiqiu Liao & PCASO Lab accepted to #MICCAI2025
We bring object-centric learning to the OR—predicting future slot configs to discover tools & anatomy, opening ways for interpretable surgical scene understanding with low computational demands
#SurgicalAI#SurgicalDataScience

How do we judge the viscosity of materials? It turns out it depends not only on how they move, but also on how they look. Our latest work with the incredible Jeffrey Martin now out in RSOS royalsocietypublishing.org/doi/10.1098/...

New work led by PCASO Lab’s stellar Guiqiu Liao: Slot-BERT introduces long-range unsupervised learning of object-centric surgical video representations. By combining slot attention with masked prediction it robustly scales to long videos across multiple surgical domains arxiv.org/abs/2501.12477

Introducing our VDST-Net architecture tailored for what we call the Transient Object Problem (WSVOS-TOP). #surgicaldatascience #surgicalAI

Had a great time at the @PCASOLab retreat kicking off the new academic year and new adventures in AI enabled precision surgery!