AbVLM-Q: intelligent quality assessment for abdominal ultrasound standard planes via vision-language modeling

AbVLM-Q: intelligent quality assessment for abdominal ultrasound standard planes via vision-language modeling

Abstract Background Abdominal ultrasound is non-invasive and efficient, yet acquiring standard planes remains challenging due to operator dependency and procedural complexity. We propose AbVLM-Q, a vision-language framework for automated quality assessment of abdominal ultrasound standard planes. Me...

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Bibliographic Details
Main Authors: Baohua Wang, Yaqian Wang, Yanhua Chu, Ke Zhang, Lei Liu, Kexin Zhang, Bowen Zhu, Dong Wang, Tianan Jiang
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Medical Imaging
Subjects:
Vision-language models
Quality assessment
Hierarchical prompting
Abdominal ultrasound
Standard plane
Online Access:https://doi.org/10.1186/s12880-025-01885-w
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