# Signal attenuation maps for needle enhancement and localization in 2D ultrasound

> Research article (International Journal of Computer Assisted Radiology and Surgery, 2018) · cited 17× · AI/ML

**Wikidata**: [openalex:W2782410737](https://www.wikidata.org/wiki/openalex:W2782410737)  
**Source**: https://4ort.xyz/entity/signal-attenuation-maps-for-needle-enhancement-and-localization-in-2d-ultrasound