Robust and semantic needle detection in 3D ultrasound using orthogonal-plane convolutional neural networks

Abstract

Our method is able to accurately detect even very short needles, ensuring that the needle and its tip are maximally visible in the visualized plane during the entire intervention, thereby eliminating the need for advanced bi-manual coordination of the needle and transducer.