# Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography

> Research article (Medical Image Analysis, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4408168032](https://www.wikidata.org/wiki/openalex:W4408168032)  
**Source**: https://4ort.xyz/entity/bridging-multi-level-gaps-bidirectional-reciprocal-cycle-framework-for-text-guided-label-efficient-segmentation-in-echoc