Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning R Poplin, AV Varadarajan, K Blumer, Y Liu, MV McConnell, GS Corrado, ... Nature Biomedical Engineering 2 (3), 158, 2018 | 1709 | 2018 |
Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy R Sayres, A Taly, E Rahimy, K Blumer, D Coz, N Hammel, J Krause, ... Ophthalmology, 2018 | 422 | 2018 |
Deep learning for predicting refractive error from retinal fundus images AV Varadarajan, R Poplin, K Blumer, C Angermueller, J Ledsam, ... Investigative Ophthalmology & Visual Science 59 (7), 2861-2868, 2018 | 181 | 2018 |
Synthesis of silver nanoparticles for the dual delivery of doxorubicin and alendronate to cancer cells F Benyettou, R Rezgui, F Ravaux, T Jaber, K Blumer, M Jouiad, L Motte, ... Journal of Materials Chemistry B 3 (36), 7237-7245, 2015 | 179 | 2015 |
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort M Raghu, K Blumer, G Corrado, J Kleinberg, Z Obermeyer, ... arXiv preprint arXiv:1903.12220, 2019 | 154 | 2019 |
Direct uncertainty prediction for medical second opinions M Raghu, K Blumer, R Sayres, Z Obermeyer, B Kleinberg, S Mullainathan, ... International Conference on Machine Learning, 5281-5290, 2019 | 152 | 2019 |
Precise quantification of cellular uptake of cell-penetrating peptides using fluorescence-activated cell sorting and fluorescence correlation spectroscopy R Rezgui, K Blumer, G Yeoh-Tan, AJ Trexler, M Magzoub Biochimica et Biophysica Acta (BBA)-Biomembranes 1858 (7), 1499-1506, 2016 | 75 | 2016 |
Folding complex DNA nanostructures from limited sets of reusable sequences S Niekamp, K Blumer, PM Nafisi, K Tsui, J Garbutt, SM Douglas Nucleic acids research 44 (11), e102-e102, 2016 | 27 | 2016 |
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning B Babenko, S Balasubramanian, KE Blumer, GS Corrado, L Peng, ... arXiv preprint arXiv:1904.05478, 2019 | 6 | 2019 |
Direct Uncertainty Prediction for Medical Second Opinions M Raghu, K Blumer, R Sayres, Z Obermeyer, R Kleinberg, S Mullainathan, ... arXiv preprint arXiv:1807.01771, 2018 | 6* | 2018 |
An Abundance of Katherines: The Game Theory of Baby Naming K Blumer, K Donahue, K Fritz, K Ivanovich, K Lee, K Luo, C Meng, ... arXiv preprint arXiv:2404.00732, 2024 | 1 | 2024 |
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images K Blumer, S Venugopalan, MP Brenner, J Kleinberg arXiv preprint arXiv:2107.11468, 2021 | 1 | 2021 |
TOP: Tactile opinion poll system for silent feedback K Blumer, N AlGharibeh, M Eid 2014 IEEE International Symposium on Haptic, Audio and Visual Environments …, 2014 | 1 | 2014 |
Tracking Patterns in Toxicity and Antisocial Behavior Over User Lifetimes on Large Social Media Platforms K Blumer, J Kleinberg arXiv preprint arXiv:2407.09365, 2024 | | 2024 |