Katy Blumer
Katy Blumer
Software Engineer, Google
Підтверджена електронна адреса в google.com
Назва
Посилання
Посилання
Рік
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
7942018
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
1492018
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
1012015
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
682018
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
452016
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
362019
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
282019
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
232016
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
7*2018
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
42019
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
12014
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
2021
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