Katy Blumer

Medicine · Health Sciences

9h-index2.5kcitations16works0.02yr avg
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Research Topics

Retinal Imaging and Analysis(6), Advanced biosensing and bioanalysis techniques(3), Retinal and Optic Conditions(3), Machine Learning in Healthcare(3), Retinal Diseases and Treatments(2)

Publications16 total

Tracking patterns in toxicity and antisocial behavior over user lifetimes on large social media platforms
Scientific Reports·2025Open Access
Tracking Patterns in Toxicity and Antisocial Behavior Over User Lifetimes on Large Social Media Platforms
arXiv (Cornell University)·2024Open Access
Using a Cross-Task Grid of Linear Probes to Interpret CNN Model Predictions On Retinal Images
arXiv (Cornell University)·2021· 1 citedOpen Access
Predicting Progression of Age-related Macular Degeneration from Fundus Images using Deep Learning
arXiv (Cornell University)·2019· 10 citedOpen Access
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort
arXiv (Cornell University)·2019· 56 citedOpen Access
Using a Deep Learning Algorithm and Integrated Gradients Explanation to Assist Grading for Diabetic Retinopathy
Ophthalmology·2018· 408 citedOpen Access
Predicting refractive error from retinal fundus images using deep learning
Investigative Ophthalmology & Visual Science·2018Open Access
Assisted reads for diabetic retinopathy using a deep learning algorithm and integrated gradient explanation
Investigative Ophthalmology & Visual Science·2018· 2 citedOpen Access
Direct Uncertainty Prediction for Medical Second Opinions
arXiv (Cornell University)·2018· 49 citedOpen Access
Direct Uncertainty Prediction with Applications to Healthcare.
arXiv (Cornell University)·2018· 6 citedOpen Access
Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning
Nature Biomedical Engineering·2018· 1.7k citedOpen Access
Folding complex DNA nanostructures from limited sets of reusable sequences
Nucleic Acids Research·2016· 23 citedOpen Access
Precise quantification of cellular uptake of cell-penetrating peptides using fluorescence-activated cell sorting and fluorescence correlation spectroscopy
Biochimica et Biophysica Acta (BBA) - Biomembranes·2016· 64 citedOpen Access
Synthesis of silver nanoparticles for the dual delivery of doxorubicin and alendronate to cancer cells
Journal of Materials Chemistry B·2015· 164 cited
TOP: Tactile opinion poll system for silent feedback
2014· 1 cited
Cost-Effective Single-Camera Multi-Car Parking Monitoring and Vacancy Detection towards Real-World Parking Statistics and Real-Time Reporting
Lecture notes in computer science·2012· 20 cited

Frequent Co-authors

Jon Kleinberg(6), Greg S. Corrado(5), Lily Peng(5), Dale R. Webster(5), Rory Sayres(4), Avinash V. Varadarajan(3), Naama Hammel(3), Maithra Raghu(3), Ziad Obermeyer(3), Sendhil Mullainathan(3), Ryan Poplin(2), Ankur Taly(2), Ehsan Rahimy(2), David Coz(2), Jonathan Krause(2), Arunachalam Narayanaswamy(2), Zahra Rastegar(2), Derek Wu(2), Shawn Xu(2), Rachid Rezgui(2)