Gregory S. Corrado
Orcid: 0000-0001-8817-0992Affiliations:
- Google, Inc.
- Stanford University, Department of Neurobiology
According to our database1,
Gregory S. Corrado
authored at least 67 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
CoRR, 2024
Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset.
CoRR, 2024
Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings.
CoRR, 2024
2023
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology.
CoRR, 2023
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders.
CoRR, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023
2022
Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.
Medical Image Anal., 2022
2021
npj Digit. Medicine, 2021
Deep learning for detecting pulmonary tuberculosis via chest radiography: an international study across 10 countries.
CoRR, 2021
2020
BMC Medical Informatics Decis. Mak., 2020
CoRR, 2020
Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases.
CoRR, 2020
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the ACM CHIL '20: ACM Conference on Health, 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
Publisher Correction: Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer.
npj Digit. Medicine, 2019
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer.
npj Digit. Medicine, 2019
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning.
CoRR, 2019
Proceedings of Machine Learning and Systems 2019, 2019
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
2018
npj Digit. Medicine, 2018
CoRR, 2018
Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration.
CoRR, 2018
Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning.
CoRR, 2018
Deep Learning vs. Human Graders for Classifying Severity Levels of Diabetic Retinopathy in a Real-World Nationwide Screening Program.
CoRR, 2018
2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
Trans. Assoc. Comput. Linguistics, 2017
Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy.
CoRR, 2017
Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning.
CoRR, 2017
2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.
CoRR, 2016
CoRR, 2016
Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
2013
ACM J. Emerg. Technol. Comput. Syst., 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2009
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009