Learning Domain Adaptation with Model Calibration for Surgical Report Generation in Robotic Surgery
Mengya Xu,Mobarakol Islam,Chwee Ming Lim,Hongliang Ren,Mengya Xu,Mobarakol Islam,Chwee Ming Lim,Hongliang Ren
Generating a surgical report in robot-assisted surgery, in the form of natural language expression of surgical scene understanding, can play a significant role in document entry tasks, surgical training, and post-operative analysis. Despite the state-of-the-art accuracy of the deep learning algorithm, the deployment performance often drops when applied to the Target Domain (TD) data. For this purp...
