Proposal of Needle Deflection Reduction Method during Needle Insertion

Abstract

This study aims to develop a needle puncture robot to automate the pericardiocentesis procedure. In this report, we investigated whether it is possible to estimate the amount of needle deflection during puncture using LSTM, and to derive the position of the needle tip by correcting for the deflection using this information.