Kim HG - Search Results

1

Multi-channel PINN: investigating scalable and transferable neural networks for drug discovery.

Lee M, Kim H, Joe H, Kim HG. Lee M, et al. Among authors: kim hg, kim h. J Cheminform. 2019 Jul 9;11(1):46. doi: 10.1186/s13321-019-0368-1. J Cheminform. 2019. PMID: 31289963 Free PMC article.

2

Biomedical Entity Explorer: A Web Server for Biomedical Entity Exploration.

Jung J, Joe H, Ha K, Lim JM, Kim HG. Jung J, et al. Among authors: kim hg. J Comput Biol. 2021 Jun;28(6):619-628. doi: 10.1089/cmb.2020.0364. Epub 2021 Jun 2. J Comput Biol. 2021. PMID: 34081565

3

A novel approach to predicting the synergy of anti-cancer drug combinations using document-based feature extraction.

Shim Y, Lee M, Kim PJ, Kim HG. Shim Y, et al. Among authors: kim hg, kim pj. BMC Bioinformatics. 2022 May 5;23(1):163. doi: 10.1186/s12859-022-04698-8. BMC Bioinformatics. 2022. PMID: 35513784 Free PMC article.

4

Gene-centric multi-omics integration with convolutional encoders for cancer drug response prediction.

Lee M, Kim PJ, Joe H, Kim HG. Lee M, et al. Among authors: kim hg, kim pj. Comput Biol Med. 2022 Dec;151(Pt A):106192. doi: 10.1016/j.compbiomed.2022.106192. Epub 2022 Oct 17. Comput Biol Med. 2022. PMID: 36327883 Free article.

5

Multi-label classification with XGBoost for metabolic pathway prediction.

Joe H, Kim HG. Joe H, et al. Among authors: kim hg. BMC Bioinformatics. 2024 Feb 1;25(1):52. doi: 10.1186/s12859-024-05666-0. BMC Bioinformatics. 2024. PMID: 38297220 Free PMC article.

6

Deep Learning Ensemble Method for Classifying Glaucoma Stages Using Fundus Photographs and Convolutional Neural Networks.

Cho H, Hwang YH, Chung JK, Lee KB, Park JS, Kim HG, Jeong JH. Cho H, et al. Among authors: kim hg. Curr Eye Res. 2021 Oct;46(10):1516-1524. doi: 10.1080/02713683.2021.1900268. Epub 2021 Apr 6. Curr Eye Res. 2021. PMID: 33820457 Free article.

7

Prediction of treatment outcome in burning mouth syndrome patients using machine learning based on clinical data.

Kim MJ, Kim PJ, Kim HG, Kho HS. Kim MJ, et al. Among authors: kim hg, kim pj. Sci Rep. 2021 Jul 28;11(1):15396. doi: 10.1038/s41598-021-94940-9. Sci Rep. 2021. PMID: 34321575 Free PMC article.

8

Investigating the effects of nitrous oxide sedation on frontal-parietal interactions.

Ryu JH, Kim PJ, Kim HG, Koo YS, Shin TJ. Ryu JH, et al. Among authors: kim hg, kim pj. Neurosci Lett. 2017 Jun 9;651:9-15. doi: 10.1016/j.neulet.2017.04.036. Epub 2017 Apr 23. Neurosci Lett. 2017. PMID: 28442276

9

Cognitive Profiling Related to Cerebral Amyloid Beta Burden Using Machine Learning Approaches.

Ko H, Ihm JJ, Kim HG; Alzheimer’s Disease Neuroimaging Initiative. Ko H, et al. Among authors: kim hg. Front Aging Neurosci. 2019 Apr 26;11:95. doi: 10.3389/fnagi.2019.00095. eCollection 2019. Front Aging Neurosci. 2019. PMID: 31105554 Free PMC article.

10

Two-Phase chief complaint mapping to the UMLS metathesaurus in Korean electronic medical records.

Kang BY, Kim DW, Kim HG. Kang BY, et al. Among authors: kim hg, kim dw. IEEE Trans Inf Technol Biomed. 2009 Jan;13(1):78-86. doi: 10.1109/TITB.2008.2007103. IEEE Trans Inf Technol Biomed. 2009. PMID: 19129026

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