medical-11

Fovea Detection

3260 papers • 126 benchmarks • 313 datasets

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Benchmarks

These leaderboards are used to track progress in fovea-detection-11

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Most implemented papers

U-Net with Hierarchical Bottleneck Attention for Landmark Detection in Fundus Images of the Degenerated Retina

Shuyun Tang, Z. Qi, Jacob Granley, M. Beyeler•Thu Jul 08 2021

The proposed HBA-U-Net network consists of a novel bottleneck attention block that combines and refines self-attention, channel attention, and relative-position attention to highlight retinal abnormalities that may be important for fovea and OD segmentation in the degenerated retina.

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JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection

Xiaoying Tang, Li Lin, Huaqing He, Zhiyuan Cai•Mon Feb 28 2022

A novel method, named JOINED, for prior guided multi-task learning for joint OD/OC segmentation and fovea detection, which outperforms existing state-of-the-art approaches on the publicly-available GAMMA, PALM, and REFUGE datasets of fundus images.

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