Kim YG - Search Results

1

Predicting Parkinson's disease using gradient boosting decision tree models with electroencephalography signals.

Lee SB, Kim YJ, Hwang S, Son H, Lee SK, Park KI, Kim YG. Lee SB, et al. Among authors: kim yj, kim yg. Parkinsonism Relat Disord. 2022 Feb;95:77-85. doi: 10.1016/j.parkreldis.2022.01.011. Epub 2022 Jan 15. Parkinsonism Relat Disord. 2022. PMID: 35051896

2

Machine learning model for predicting immediate postoperative desaturation using spirometry signal data.

Shin Y, Kim YJ, Jin J, Lee SB, Kim HS, Kim YG. Shin Y, et al. Among authors: kim yj, kim hs, kim yg. Sci Rep. 2023 Dec 11;13(1):21881. doi: 10.1038/s41598-023-49062-9. Sci Rep. 2023. PMID: 38072984 Free PMC article.

3

Using spectral and temporal filters with EEG signal to predict the temporal lobe epilepsy outcome after antiseizure medication via machine learning.

Shin Y, Hwang S, Lee SB, Son H, Chu K, Jung KY, Lee SK, Park KI, Kim YG. Shin Y, et al. Among authors: kim yg. Sci Rep. 2023 Dec 18;13(1):22532. doi: 10.1038/s41598-023-49255-2. Sci Rep. 2023. PMID: 38110465 Free PMC article.

4

Increased coherence predicts medical refractoriness in patients with temporal lobe epilepsy on monotherapy.

Hwang S, Shin Y, Sunwoo JS, Son H, Lee SB, Chu K, Jung KY, Lee SK, Kim YG, Park KI. Hwang S, et al. Among authors: kim yg. Sci Rep. 2024 Sep 4;14(1):20530. doi: 10.1038/s41598-024-71583-0. Sci Rep. 2024. PMID: 39227730 Free PMC article.

5

Deep-learning based discrimination of pathologic complete response using MRI in HER2-positive and triple-negative breast cancer.

Kim SY, Lee J, Cho N, Kim YG. Kim SY, et al. Among authors: kim yg. Sci Rep. 2024 Oct 4;14(1):23065. doi: 10.1038/s41598-024-74276-w. Sci Rep. 2024. PMID: 39367159 Free PMC article.

6

Investigation of optimal convolutional neural network conditions for thyroid ultrasound image analysis.

Lee JH, Kim YG, Ahn Y, Park S, Kong HJ, Choi JY, Kim K, Nam IC, Lee MC, Masuoka H, Miyauchi A, Kim S, Kim YA, Choe EK, Chai YJ. Lee JH, et al. Among authors: kim s, kim ya, kim yg, kim k. Sci Rep. 2023 Jan 24;13(1):1360. doi: 10.1038/s41598-023-28001-8. Sci Rep. 2023. PMID: 36693894 Free PMC article.

7

Multi-pose-based convolutional neural network model for diagnosis of patients with central lumbar spinal stenosis.

Park S, Kim JH, Ahn Y, Lee CH, Kim YG, Yuh WT, Hyun SJ, Kim CH, Kim KJ, Chung CK. Park S, et al. Among authors: kim kj, kim ch, kim jh, kim yg. Sci Rep. 2024 Jan 2;14(1):203. doi: 10.1038/s41598-023-50885-9. Sci Rep. 2024. PMID: 38168665 Free PMC article.

8

Effectiveness of transfer learning for enhancing tumor classification with a convolutional neural network on frozen sections.

Kim YG, Kim S, Cho CE, Song IH, Lee HJ, Ahn S, Park SY, Gong G, Kim N. Kim YG, et al. Among authors: kim s, kim n. Sci Rep. 2020 Dec 14;10(1):21899. doi: 10.1038/s41598-020-78129-0. Sci Rep. 2020. PMID: 33318495 Free PMC article. Clinical Trial.

9

Codeless Deep Learning of COVID-19 Chest X-Ray Image Dataset with KNIME Analytics Platform.

An JY, Seo H, Kim YG, Lee KE, Kim S, Kong HJ. An JY, et al. Among authors: kim s, kim yg. Healthc Inform Res. 2021 Jan;27(1):82-91. doi: 10.4258/hir.2021.27.1.82. Epub 2021 Jan 31. Healthc Inform Res. 2021. PMID: 33611880 Free PMC article.

10

Preliminary analysis of predicting the first recurrence in patients with neovascular age-related macular degeneration using deep learning.

Jang B, Lee SY, Kim C, Park UC, Kim YG, Lee EK. Jang B, et al. Among authors: kim c, kim yg. BMC Ophthalmol. 2023 Dec 7;23(1):499. doi: 10.1186/s12886-023-03229-0. BMC Ophthalmol. 2023. PMID: 38062449 Free PMC article.

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