The localization and segmentation of biomarkers in OCT images are critical steps in retina-related disease diagnosis. Although fully supervised deep learning ...
This paper proposes a novel weakly supervised biomarkers localization and segmentation method, requiring only image-level annotations. The technique is a ...
Feb 1, 2023 · This paper proposes a novel weakly supervised biomarkers localization and segmentation method, requiring only image-level annotations. The ...
TSSK-Net: Weakly supervised biomarker localization and ...
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This paper proposes a novel weakly supervised biomarkers localization and segmentation method, requiring only image-level annotations. The technique is a ...
In this paper, we propose a novel method for weakly supervised localization and classification of biomarkers in OCT images, named LCG-Net, based on generative ...
A weakly semi-supervised method called PO-Net for the detection of retinal biomarkers in OCT images and a multi-scale feature fusion module to deal with the ...
Nov 11, 2023 · Here, Ma et al. presented a weakly-supervised segmentation method for Geographic Atrophy (GA) lesions in Spectral Domain OCT images. The method ...
Missing: TSSK- Net:
In this paper, we propose a simple yet effective segmentation framework that incorporates the geometric prior and contrastive similarity into the weakly- ...
Liu, TSSK-net: Weakly supervised biomarker localization and segmentation with image-level annotation in retinal OCT images, Comput. Biol. Med., № 153 https ...
