Aaron Lee

Associate Professor, University of Washington

Joined

March 2023

Names

Aaron Lee (Preferred)

Aaron Y Lee

Aaron Y. Lee

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

University of Washington (uw.edu)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A foundation model for generalizable disease detection from retinal images
Yukun Zhou, Murat Seçkin Ayhan, Andre Altmann, Aaron Lee, Daniel C. Alexander, Pearse A. Keane
- Nature
- Readers: Everyone
Interpretable Ensemble-based Deep Learning Approach for Automated Detection of Macular Telangiectasia Type 2 by Optical Coherence Tomography
Shahrzad Gholami, Lea Scheppke, Rahul M Dodhia, Juan M Lavista Ferres, Aaron Lee
- IMLH 2023 PosterShortPaper
- Readers: Everyone
A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography
Roy Schwartz, Hagar Khalid, Sandra Liakopoulos, Yanling Ouyang, Coen de Vente, Cristina González-Gonzalo, Aaron Y. Lee, Robyn H. Guymer, Emily Y. Chew, Catherine Egan, Zhichao Wu, Himeesh Kumar, Joseph Farrington, Clara I. Sánchez, Adnan Tufail
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Unsupervised cross domain learning with applications to 7 layer segmentation of OCTs
Yue Wu, Abraham Olvera Barrios, Ryan Yanagihara, Irene Leung, Marian Blazes, Adnan Tufail, Aaron Y. Lee
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Generating retinal flow maps from structural optical coherence tomography with artificial intelligence
Cecilia S. Lee, Ariel J. Tyring, Yue Wu, Sa Xiao, Ariel S. Rokem, Nicolaas P. Deruyter, Qinqin Zhang, Adnan Tufail, Ruikang K. Wang, Aaron Y. Lee
- Published: 01 Jan 2018, Last Modified: 12 May 2023
- CoRR 2018
- Readers: Everyone
Forecasting Future Humphrey Visual Fields Using Deep Learning
Joanne C. Wen, Cecilia S. Lee, Pearse A. Keane, Sa Xiao, Yue Wu, Ariel Rokem, Philip P. Chen, Aaron Y. Lee
- Published: 01 Jan 2018, Last Modified: 12 May 2023
- CoRR 2018
- Readers: Everyone
Deep learning is effective for the classification of OCT images of normal versus Age-related Macular Degeneration
Cecilia S. Lee, Doug M. Baughman, Aaron Y. Lee
- Published: 01 Jan 2016, Last Modified: 12 May 2023
- CoRR 2016
- Readers: Everyone
Scalable metagenomics alignment research tool (SMART): a scalable, rapid, and complete search heuristic for the classification of metagenomic sequences from complex sequence populations
Aaron Y. Lee, Cecilia S. Lee, Russell N. Van Gelder
- Published: 01 Jan 2016, Last Modified: 12 May 2023
- BMC Bioinform. 2016
- Readers: Everyone

Co-Authors

View all 40 co-authors