Lee A - Search Results

1

Effective deep learning approaches for predicting COVID-19 outcomes from chest computed tomography volumes.

Ortiz A, Trivedi A, Desbiens J, Blazes M, Robinson C, Gupta S, Dodhia R, Bhatraju PK, Liles WC, Lee A, Ferres JML. Ortiz A, et al. Among authors: lee a. Sci Rep. 2022 Feb 2;12(1):1716. doi: 10.1038/s41598-022-05532-0. Sci Rep. 2022. PMID: 35110593 Free PMC article.

2

Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement.

Robinson C, Trivedi A, Blazes M, Ortiz A, Desbiens J, Gupta S, Dodhia R, Bhatraju PK, Liles WC, Lee A, Kalpathy-Cramer J, Ferres JML. Robinson C, et al. Among authors: lee a. medRxiv [Preprint]. 2021 Feb 13:2021.02.11.20196766. doi: 10.1101/2021.02.11.20196766. medRxiv. 2021. PMID: 33594382 Free PMC article. Updated. Preprint.

3

Hospitalization and mortality associated with SARS-CoV-2 viral clades in COVID-19.

Nakamichi K, Shen JZ, Lee CS, Lee A, Roberts EA, Simonson PD, Roychoudhury P, Andriesen J, Randhawa AK, Mathias PC, Greninger AL, Jerome KR, Van Gelder RN. Nakamichi K, et al. Among authors: lee a, lee cs. Sci Rep. 2021 Feb 26;11(1):4802. doi: 10.1038/s41598-021-82850-9. Sci Rep. 2021. PMID: 33637820 Free PMC article.

4

Machine learning-based derivation and external validation of a tool to predict death and development of organ failure in hospitalized patients with COVID-19.

Xu Y, Trivedi A, Becker N, Blazes M, Ferres JL, Lee A, Conrad Liles W, Bhatraju PK. Xu Y, et al. Among authors: lee a. Sci Rep. 2022 Oct 8;12(1):16913. doi: 10.1038/s41598-022-20724-4. Sci Rep. 2022. PMID: 36209335 Free PMC article.

5

Automated segmentation and feature discovery of age-related macular degeneration and Stargardt disease via self-attended neural networks.

Wang Z, Sadda SR, Lee A, Hu ZJ. Wang Z, et al. Among authors: lee a. Sci Rep. 2022 Aug 26;12(1):14565. doi: 10.1038/s41598-022-18785-6. Sci Rep. 2022. PMID: 36028647 Free PMC article.

6

A Deep Learning Framework for the Detection and Quantification of Reticular Pseudodrusen and Drusen on Optical Coherence Tomography.

Schwartz R, Khalid H, Liakopoulos S, Ouyang Y, de Vente C, González-Gonzalo C, Lee AY, Guymer R, Chew EY, Egan C, Wu Z, Kumar H, Farrington J, Müller PL, Sánchez CI, Tufail A. Schwartz R, et al. Among authors: lee ay. Transl Vis Sci Technol. 2022 Dec 1;11(12):3. doi: 10.1167/tvst.11.12.3. Transl Vis Sci Technol. 2022. PMID: 36458946 Free PMC article.

7

Machine Learning Has Arrived!

Lee A, Taylor P, Kalpathy-Cramer J, Tufail A. Lee A, et al. Ophthalmology. 2017 Dec;124(12):1726-1728. doi: 10.1016/j.ophtha.2017.08.046. Ophthalmology. 2017. PMID: 29157423 No abstract available.

8

Reply.

Lee C, Rokem A, Lee A. Lee C, et al. Among authors: lee a. Ophthalmol Retina. 2018 Feb;2(2):e3. doi: 10.1016/j.oret.2017.11.006. Epub 2017 Dec 22. Ophthalmol Retina. 2018. PMID: 31047354 No abstract available.

9

The cost-effectiveness of initiating ranibizumab therapy in eyes with neovascular AMD with good vision: an economic model using real-world outcomes.

Butt T, Lee A, Lee C, Tufail A; UK AMD EMR Study Group. Butt T, et al. Among authors: lee a, lee c. BMJ Open. 2015 May 5;5(5):e006535. doi: 10.1136/bmjopen-2014-006535. BMJ Open. 2015. PMID: 25943370 Free PMC article.

10

Reply.

Lee A, Taylor P, Kalpathy-Cramer J, Tufail A. Lee A, et al. Ophthalmology. 2018 Dec;125(12):e86. doi: 10.1016/j.ophtha.2018.06.036. Epub 2018 Oct 19. Ophthalmology. 2018. PMID: 30343936 No abstract available.

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