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

Summary

Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography is a scholarly article[1].

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  • Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography's instance of is recorded as scholarly article[2].

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Direct Wikidata claims

  1. [2] ↑ . wikidata.org.

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  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography. Retrieved May 24, 2026, from https://4ort.xyz/entity/bridging-multi-level-gaps-bidirectional-reciprocal-cycle-framework-for-text-guided-label-efficient-segmentation-in-echoc
MLA “Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/bridging-multi-level-gaps-bidirectional-reciprocal-cycle-framework-for-text-guided-label-efficient-segmentation-in-echoc.
BibTeX @misc{4ortxyz_bridging-multi-level-gaps-bidirectional-reciprocal-cycle-framework-for-text-guided-label-efficient-segmentation-in-echoc_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography}}, year = {2026}, url = {https://4ort.xyz/entity/bridging-multi-level-gaps-bidirectional-reciprocal-cycle-framework-for-text-guided-label-efficient-segmentation-in-echoc}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography — https://4ort.xyz/entity/bridging-multi-level-gaps-bidirectional-reciprocal-cycle-framework-for-text-guided-label-efficient-segmentation-in-echoc (retrieved 2026-05-24)

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