Microaneurysm segmentation under out-of-domain generalization: from diabetic retinopathy to leukemic retinopathy

Abstract Purpose To propose inter-disease out-of-domain generalization (OODG) across retinal diseases for microaneurysm (MA) segmentation using a deep-learning model trained and validated on diabetic retinopathy (DR) and qualitatively evaluated on leukemic retinopathy (LR). Methods A U-Net based seg...

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मुख्य लेखकों:	Edgar Platas-Campero, Raquel Díaz-Hernández, Anabel Sánchez-Sánchez, Saúl Zapotecas-Martínez, Nohemi Sánchez-Medel, Sashwanthi Mohan, Jamyl Habib-Castillo, Leopoldo Altamirano-Robles
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	BMC 2026-05-01
श्रृंखला:	International Journal of Retina and Vitreous
विषय:	Semantic segmentation Out of domain generalization Microaneurysm Diabetic retinopathy Leukemic retinopathy.
ऑनलाइन पहुंच:	https://doi.org/10.1186/s40942-026-00844-z
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