Concepedia

Automated AI labeling of optic nerve head enables insights into cross-ancestry glaucoma risk and genetic discovery in >280,000 images from UKB and CLSA

Xikun Han, Kaiah Steven, Ayub Qassim, Henry Marshall, Cameron Bean, Michael Tremeer, Jiyuan An, Owen M. Siggs, Puya Gharahkhani, Jamie E. Craig,

The American Journal of Human Genetics · 2021 · 81 citations · 47 references

Open access

Concepts

MedicineGeneticsOphthalmologyComputer VisionMachine LearningOcular GeneticsGlaucomaNeuroimaging In Neuro-ophthalmologyOptic NeuropathiesAncestry-specific Genetic RiskDiscoveryGenetic Causes Of GlaucomaOptic Nerve Head DrusenOptic Nerve Head EvaluationOptic Nerve Head ImagingOptic Nerve Head Morphology

References

47

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

PLINK: A Tool Set for Whole-Genome Association and Population-Based Linkage Analyses

Shaun Purcell, Benjamin M. Neale, Katherine EO Todd-Brown et al. · The American Journal of Human Genetics · 2007 · 36.1K citations · Full text

Life Sciences, Bioinformatics, Genetics +13

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

1993 · 14.3K citations

Computing, Computer Engineering, Computer Science +16