Hierarchical attention and frequency fusion network for endometriotic lesion detection in laparoscopic images

Endometriosis is a common gynecological disorder that requires accurate detection of ectopic lesions in laparoscopic images for effective diagnosis and treatment. However, existing deep learning-based detection methods face significant challenges in identifying endometriotic lesions, particularly sm...

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Autors principals:	Liusijie Gao, Chunli Sha, Meiling Yang, Yiling Lu, E. Qiukai, Liping Chen
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-07-01
Col·lecció:	Frontiers in Medicine
Matèries:	computer-aided diagnosis deep learning endometriotic lesion detection frequency domain fusion hierarchical attention laparoscopic images
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fmed.2026.1875077/full
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