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Rory Sayres

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Challenges in evaluating clinical deployments of Deep Learning Assisted Diagnostics for Diabetic Retinopathy Screening

2020 Investigative Ophthalmology & Visual Science
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Artificial intelligence assistance improves Gleason grading of prostate needle core biopsies

2020
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How much benefit can a deep learning system provide for diabetic retinopathy grading?: A Wizard-of-Oz study

2020 Investigative Ophthalmology & Visual Science
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Identifying and mitigating low-quality labels for deep learning in glaucoma

2020 Investigative Ophthalmology & Visual Science
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Underspecification Presents Challenges for Credibility in Modern Machine Learning.

2020 arXiv: Learning
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Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs

2019 Ophthalmology
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Remote Tool-Based Adjudication for Grading Diabetic Retinopathy

2019 Translational Vision Science & Technology
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Assistance from a deep learning system improves diabetic retinopathy assessment in optometrists

2019 Investigative Ophthalmology & Visual Science
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Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

2019
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Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program

2019
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