Rory Sayres

According to our database1, Rory Sayres authored at least 17 papers between 2005 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings.
CoRR, 2024

2023
Towards Expert-Level Medical Question Answering with Large Language Models.
CoRR, 2023

2022
Underspecification Presents Challenges for Credibility in Modern Machine Learning.
J. Mach. Learn. Res., 2022

2021
Iterative Quality Control Strategies for Expert Medical Image Labeling.
Proceedings of the Ninth AAAI Conference on Human Computation and Crowdsourcing, 2021

2020
Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.
CoRR, 2020

Scientific Discovery by Generating Counterfactuals using Image Translation.
CoRR, 2020

Expert Discussions Improve Comprehension of Difficult Cases in Medical Image Assessment.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
npj Digit. Medicine, 2019

Author Correction: Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program.
npj Digit. Medicine, 2019

Exploring Principled Visualizations for Deep Network Attributions.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

Direct Uncertainty Prediction for Medical Second Opinions.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Deep Learning to Assess Glaucoma Risk and Associated Features in Fundus Images.
CoRR, 2018

Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program.
CoRR, 2018

Direct Uncertainty Prediction with Applications to Healthcare.
CoRR, 2018

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).
Proceedings of the 35th International Conference on Machine Learning, 2018

2013
Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts.
Proceedings of the 22nd International World Wide Web Conference, 2013

2005
Identifying Distributed Object Representations in Human Extrastriate Visual Cortex.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005


  Loading...