Emily Y. Chew
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
4
Active years
2018–2022
Best venue rank
National
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | AMIA | Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows. | Qingyu Chen, Tiarnan D. Keenan, Alexis Allot, Sanjeeb Bhandari, Geoff Broadhead, Chantal Cousineau-Krieger, Ellen Davis, William G. Gensheimer, David Grasic, Seema Gupta, Eleni Konstantinou, Tania Lamba, Michele Maiberger, Arnold Oshinsky, Brittany E. Powell, Boonkit Purt, Soo Shin, Hillary Steifel, Alisa T. Thavikulwat, Keith Wroblewski, Sirisha Koirala, Tom Murickan, Michael F. Chiang, Michelle R. Hribar, Emily Y. Chew, Zhiyong Lu |
| 2022 | AMIA | Deep learning automated diagnosis and quantitative classification of cataract type and severity: quantifying the effectiveness and usability of deep learning-assisted disease diagnosis models with 14 ophthalmologists and multi-center validations. | Qingyu Chen, Tiarnan D. Keenan, Elvira Agrn, Amr S. Elsawy, Emily Y. Chew, Zhiyong Lu |
| 2022 | CIBCB | Deep Learning and Ensemble Method for Optic Disc and Cup Segmentation. | Jongwoo Kim, Loc Q. Tran, Tunde Peto, Emily Y. Chew |
| 2022 | MICCAI | Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning. | Junghwan Lee, Tingyi Wanyan, Qingyu Chen, Tiarnan D. L. Keenan, Benjamin S. Glicksberg, Emily Y. Chew, Zhiyong Lu, Fei Wang, Yifan Peng |
| 2021 | AMIA | Deep learning detection of reticular pseudodrusen using multi-modal, multi-task, and multi-attention mechanisms: towards automated and accessible classification of age-related macular degeneration. | Qingyu Chen, Tiarnan D. Keenan, Emily Y. Chew, Zhiyong Lu |
| 2021 | AMIA | Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. | Gregory C. Ghahramani, Matthew Brendel, Mingquan Lin, Qingyu Chen, Tiarnan D. Keenan, Kun Chen, Emily Y. Chew, Zhiyong Lu, Yifan Peng, Fei Wang |
| 2020 | AMIA | Detection of reticular pseudodrusen using deep learning. | Qingyu Chen, Tiarnan D. Keenan, Yifan Peng, Elvira Agrn, Christopher Hwang, Alisa T. Thavikulwat, Debora Lee, Wai T. Wong, Emily Y. Chew, Zhiyong Lu |
| 2019 | AMIA | A deep learning-based survival model for prediction of progression in late Age-related Macular Degeneration (AMD) from color fundus photographs. | Yifan Peng, Tiarnan D. Keenan, Qingyu Chen, Elvira Agrn, Wai T. Wong, Emily Y. Chew, Zhiyong Lu |
| 2019 | CBMS | Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning. | Jongwoo Kim, Loc Q. Tran, Emily Y. Chew, Sameer K. Antani |
| 2018 | CBMS | Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information. | Jongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma |