Shunsuke Kikuchi

Despite advances in AI-driven surgical skill assessment, reliably tracking hands and tools in open surgery videos remains a surprisingly difficult problem, hindering motion-based analysis.

Erroneous surgical port annotations are holding back geometry-based surgical AI, but a new geometrically consistent dataset fixes this.