Yoo TK - Search Results

1

Development of a Web-Based Ensemble Machine Learning Application to Select the Optimal Size of Posterior Chamber Phakic Intraocular Lens.

Kang EM, Ryu IH, Lee G, Kim JK, Lee IS, Jeon GH, Song H, Kamiya K, Yoo TK. Kang EM, et al. Among authors: yoo tk. Transl Vis Sci Technol. 2021 May 3;10(6):5. doi: 10.1167/tvst.10.6.5. Transl Vis Sci Technol. 2021. PMID: 34111253 Free PMC article.

2

Adopting machine learning to automatically identify candidate patients for corneal refractive surgery.

Yoo TK, Ryu IH, Lee G, Kim Y, Kim JK, Lee IS, Kim JS, Rim TH. Yoo TK, et al. NPJ Digit Med. 2019 Jun 20;2:59. doi: 10.1038/s41746-019-0135-8. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304405 Free PMC article.

3

Deep learning-based smart speaker to confirm surgical sites for cataract surgeries: A pilot study.

Yoo TK, Oh E, Kim HK, Ryu IH, Lee IS, Kim JS, Kim JK. Yoo TK, et al. PLoS One. 2020 Apr 9;15(4):e0231322. doi: 10.1371/journal.pone.0231322. eCollection 2020. PLoS One. 2020. PMID: 32271836 Free PMC article.

4

Explainable Machine Learning Approach as a Tool to Understand Factors Used to Select the Refractive Surgery Technique on the Expert Level.

Yoo TK, Ryu IH, Choi H, Kim JK, Lee IS, Kim JS, Lee G, Rim TH. Yoo TK, et al. Transl Vis Sci Technol. 2020 Feb 12;9(2):8. doi: 10.1167/tvst.9.2.8. Transl Vis Sci Technol. 2020. PMID: 32704414 Free PMC article.

5

Toward automated severe pharyngitis detection with smartphone camera using deep learning networks.

Yoo TK, Choi JY, Jang Y, Oh E, Ryu IH. Yoo TK, et al. Comput Biol Med. 2020 Oct;125:103980. doi: 10.1016/j.compbiomed.2020.103980. Epub 2020 Aug 20. Comput Biol Med. 2020. PMID: 32871294 Free PMC article.

6

Deep learning can generate traditional retinal fundus photographs using ultra-widefield images via generative adversarial networks.

Yoo TK, Ryu IH, Kim JK, Lee IS, Kim JS, Kim HK, Choi JY. Yoo TK, et al. Comput Methods Programs Biomed. 2020 Dec;197:105761. doi: 10.1016/j.cmpb.2020.105761. Epub 2020 Sep 16. Comput Methods Programs Biomed. 2020. PMID: 32961385

7

Prediction of Phakic Intraocular Lens Vault Using Machine Learning of Anterior Segment Optical Coherence Tomography Metrics.

Kamiya K, Ryu IH, Yoo TK, Kim JS, Lee IS, Kim JK, Ando W, Shoji N, Yamauchi T, Tabuchi H. Kamiya K, et al. Among authors: yoo tk. Am J Ophthalmol. 2021 Jun;226:90-99. doi: 10.1016/j.ajo.2021.02.006. Epub 2021 Feb 9. Am J Ophthalmol. 2021. PMID: 33577789

8

Adopting low-shot deep learning for the detection of conjunctival melanoma using ocular surface images.

Yoo TK, Choi JY, Kim HK, Ryu IH, Kim JK. Yoo TK, et al. Comput Methods Programs Biomed. 2021 Jun;205:106086. doi: 10.1016/j.cmpb.2021.106086. Epub 2021 Apr 3. Comput Methods Programs Biomed. 2021. PMID: 33862570

9

Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.

Rim TH, Lee CJ, Tham YC, Cheung N, Yu M, Lee G, Kim Y, Ting DSW, Chong CCY, Choi YS, Yoo TK, Ryu IH, Baik SJ, Kim YA, Kim SK, Lee SH, Lee BK, Kang SM, Wong EYM, Kim HC, Kim SS, Park S, Cheng CY, Wong TY. Rim TH, et al. Among authors: yoo tk. Lancet Digit Health. 2021 May;3(5):e306-e316. doi: 10.1016/S2589-7500(21)00043-1. Lancet Digit Health. 2021. PMID: 33890578 Free article.

10

Deep learning for predicting uncorrected refractive error using posterior segment optical coherence tomography images.

Yoo TK, Ryu IH, Kim JK, Lee IS. Yoo TK, et al. Eye (Lond). 2022 Oct;36(10):1959-1965. doi: 10.1038/s41433-021-01795-5. Epub 2021 Oct 5. Eye (Lond). 2022. PMID: 34611313 Free PMC article.

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My NCBI Filters

Text availability

Article attribute

Article type

Publication date

233 results

Search Page