Concepedia

CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement

Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander

Medical Image Analysis · 2024 · 11 citations · 44 references

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Concepts

References

44

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

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Fractal Geometry: Mathematical Foundations and Applications.

K. J. Falconer · Biometrics · 1990 · 6K citations

, , +16

Ridge-Based Vessel Segmentation in Color Images of the Retina

Joes Staal, Michael D. Abràmoff, Meindert Niemeijer et al. · IEEE Transactions on Medical Imaging · 2004 · 4.1K citations

, , +17

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.6K citations

, , +14

Robust Vessel Segmentation in Fundus Images

Attila Budai, Rüdiger Bock, Anatol Maier et al. · International Journal of Biomedical Imaging · 2013 · 633 citations · Full text

, , +17