Sonia Phene

发表

Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program pdf

Jonathan Krause, Gregory S. Corrado, Sonia Phene, 2018, ArXiv.

Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

Bilson J. L. Campana, G. Corrado, L. Peng, 2019, npj Digital Medicine.

Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation pdf

Jonathan Krause, Sonia Phene, Rory Sayres, 2020, ArXiv.

Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images pdf

Jonathan Krause, Felipe A. Medeiros, Gregory S. Corrado, 2018, ArXiv.

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photos

Jonathan Krause, Felipe A. Medeiros, Mike Schaekermann, 2018 .

Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology

D. Sculley, Zachary R. McCaw, Farhad Hormozdiari, 2020, American journal of human genetics.

Deep Learning and Glaucoma Specialists

April Y. Maa, G. Corrado, D. Webster, 2019 .

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs.

Jonathan Krause, Mike Schaekermann, Yun Liu, 2019, Ophthalmology (Rochester, Minn.).

Lessons learnt from harnessing deep learning for real-world clinical applications in ophthalmology: detecting diabetic retinopathy from retinal fundus photographs

L. Peng, Yun Liu, Sonia Phene, 2021 .

Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs.

April Y. Maa, G. Corrado, L. Peng, 2018, Ophthalmology.

Iterative Quality Control Strategies for Expert Medical Image Labeling

R. Sayres, Sonia Phene, N. Hammel, 2021, HCOMP.