# Spatiotemporal analysis of speckle dynamics to track invisible needle in ultrasound sequences using convolutional neural networks: a phantom study

> Research article (International Journal of Computer Assisted Radiology and Surgery, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4319295209](https://www.wikidata.org/wiki/openalex:W4319295209)  
**Source**: https://4ort.xyz/entity/spatiotemporal-analysis-of-speckle-dynamics-to-track-invisible-needle-in-ultrasound-sequences-using-convolutional-neural