Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning
Poplin, Ryan, Varadarajan, Avinash V, Blumer, Katy, Liu, Yun, McConnell, Michael V, Corrado, Greg S, Peng, Lily, Webster, Dale R
Published in Nature biomedical engineering (01.03.2018)
Published in Nature biomedical engineering (01.03.2018)
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Journal Article
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Sayres, Rory, Taly, Ankur, Rahimy, Ehsan, Blumer, Katy, Coz, David, Hammel, Naama, Krause, Jonathan, Narayanaswamy, Arunachalam, Rastegar, Zahra, Wu, Derek, Xu, Shawn, Barb, Scott, Joseph, Anthony, Shumski, Michael, Smith, Jesse, Sood, Arjun B., Corrado, Greg S., Peng, Lily, Webster, Dale R.
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
Published in Ophthalmology (Rochester, Minn.) (01.04.2019)
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Journal Article
Folding complex DNA nanostructures from limited sets of reusable sequences
Niekamp, Stefan, Blumer, Katy, Nafisi, Parsa M, Tsui, Kathy, Garbutt, John, Douglas, Shawn M
Published in Nucleic acids research (20.06.2016)
Published in Nucleic acids research (20.06.2016)
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Journal Article
Deep Learning for Predicting Refractive Error From Retinal Fundus Images
Varadarajan, Avinash V, Poplin, Ryan, Blumer, Katy, Angermueller, Christof, Ledsam, Joe, Chopra, Reena, Keane, Pearse A, Corrado, Greg S, Peng, Lily, Webster, Dale R
Published in Investigative ophthalmology & visual science (01.06.2018)
Published in Investigative ophthalmology & visual science (01.06.2018)
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Journal Article
Precise quantification of cellular uptake of cell-penetrating peptides using fluorescence-activated cell sorting and fluorescence correlation spectroscopy
Rezgui, Rachid, Blumer, Katy, Yeoh-Tan, Gilbert, Trexler, Adam J., Magzoub, Mazin
Published in Biochimica et biophysica acta (01.07.2016)
Published in Biochimica et biophysica acta (01.07.2016)
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Journal Article
An Abundance of Katherines: The Game Theory of Baby Naming
Blumer, Katy, Donahue, Kate, Fritz, Katie, Ivanovich, Kate, Lee, Katherine, Luo, Katie, Meng, Cathy, Katie Van Koevering
Published in arXiv.org (29.07.2024)
Published in arXiv.org (29.07.2024)
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Journal Article
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images
Blumer, Katy, Venugopalan, Subhashini, Brenner, Michael P, Kleinberg, Jon
Published in arXiv.org (23.07.2021)
Published in arXiv.org (23.07.2021)
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Journal Article
Direct Uncertainty Prediction for Medical Second Opinions
Maithra Raghu, Blumer, Katy, Sayres, Rory, Obermeyer, Ziad, Kleinberg, Robert, Mullainathan, Sendhil, Kleinberg, Jon
Published in arXiv.org (29.05.2019)
Published in arXiv.org (29.05.2019)
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Journal Article
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort
Raghu, Maithra, Blumer, Katy, Corrado, Greg, Kleinberg, Jon, Obermeyer, Ziad, Mullainathan, Sendhil
Year of Publication 28.03.2019
Year of Publication 28.03.2019
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Journal Article
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning
Babenko, Boris, Balasubramanian, Siva, Blumer, Katy E, Corrado, Greg S, Peng, Lily, Webster, Dale R, Hammel, Naama, Varadarajan, Avinash V
Published in arXiv.org (10.04.2019)
Published in arXiv.org (10.04.2019)
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Journal Article
Predicting Cardiovascular Risk Factors from Retinal Fundus Photographs using Deep Learning
Poplin, Ryan, Varadarajan, Avinash V, Blumer, Katy, Liu, Yun, McConnell, Michael V, Corrado, Greg S, Peng, Lily, Webster, Dale R
Published in arXiv.org (21.09.2017)
Published in arXiv.org (21.09.2017)
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Journal Article
Deep learning for predicting refractive error from retinal fundus images
Varadarajan, Avinash V, Poplin, Ryan, Blumer, Katy, Angermueller, Christof, Ledsam, Joe, Chopra, Reena, Keane, Pearse A, Corrado, Greg S, Peng, Lily, Webster, Dale R
Published in arXiv.org (21.12.2017)
Published in arXiv.org (21.12.2017)
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Journal Article