Oh JH - Search Results

1

Machine Learning and Radiogenomics: Lessons Learned and Future Directions.

Kang J, Rancati T, Lee S, Oh JH, Kerns SL, Scott JG, Schwartz R, Kim S, Rosenstein BS. Kang J, et al. Among authors: oh jh. Front Oncol. 2018 Jun 21;8:228. doi: 10.3389/fonc.2018.00228. eCollection 2018. Front Oncol. 2018. PMID: 29977864 Free PMC article. Review.

2

The Prediction of Radiotherapy Toxicity Using Single Nucleotide Polymorphism-Based Models: A Step Toward Prevention.

Kerns SL, Kundu S, Oh JH, Singhal SK, Janelsins M, Travis LB, Deasy JO, Janssens AC, Ostrer H, Parliament M, Usmani N, Rosenstein BS. Kerns SL, et al. Among authors: oh jh. Semin Radiat Oncol. 2015 Oct;25(4):281-91. doi: 10.1016/j.semradonc.2015.05.006. Epub 2015 May 15. Semin Radiat Oncol. 2015. PMID: 26384276 Free PMC article. Review.

3

Computational methods using genome-wide association studies to predict radiotherapy complications and to identify correlative molecular processes.

Oh JH, Kerns S, Ostrer H, Powell SN, Rosenstein B, Deasy JO. Oh JH, et al. Sci Rep. 2017 Feb 24;7:43381. doi: 10.1038/srep43381. Sci Rep. 2017. PMID: 28233873 Free PMC article.

4

Transcriptional Responses to Ultraviolet and Ionizing Radiation: An Approach Based on Graph Curvature.

Chen Y, Oh JH, Sandhu R, Lee S, Deasy JO, Tannenbaum A. Chen Y, et al. Among authors: oh jh. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2016 Dec;2016:1302-1306. doi: 10.1109/BIBM.2016.7822706. Epub 2017 Jan 19. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2016. PMID: 28261534 Free PMC article.

5

Machine Learning on a Genome-wide Association Study to Predict Late Genitourinary Toxicity After Prostate Radiation Therapy.

Lee S, Kerns S, Ostrer H, Rosenstein B, Deasy JO, Oh JH. Lee S, et al. Among authors: oh jh. Int J Radiat Oncol Biol Phys. 2018 May 1;101(1):128-135. doi: 10.1016/j.ijrobp.2018.01.054. Epub 2018 Jan 31. Int J Radiat Oncol Biol Phys. 2018. PMID: 29502932 Free PMC article. Clinical Trial.

6

Machine learning on genome-wide association studies to predict the risk of radiation-associated contralateral breast cancer in the WECARE Study.

Lee S, Liang X, Woods M, Reiner AS, Concannon P, Bernstein L, Lynch CF, Boice JD, Deasy JO, Bernstein JL, Oh JH. Lee S, et al. Among authors: oh jh. PLoS One. 2020 Feb 27;15(2):e0226157. doi: 10.1371/journal.pone.0226157. eCollection 2020. PLoS One. 2020. PMID: 32106268 Free PMC article.

7

Registering Study Analysis Plans (SAPs) Before Dissecting Your Data-Updating and Standardizing Outcome Modeling.

Thor M, Oh JH, Apte AP, Deasy JO. Thor M, et al. Among authors: oh jh. Front Oncol. 2020 Jun 24;10:978. doi: 10.3389/fonc.2020.00978. eCollection 2020. Front Oncol. 2020. PMID: 32670879 Free PMC article.

8

Predictive Modeling of Thoracic Radiotherapy Toxicity and the Potential Role of Serum Alpha-2-Macroglobulin.

von Reibnitz D, Yorke ED, Oh JH, Apte AP, Yang J, Pham H, Thor M, Wu AJ, Fleisher M, Gelb E, Deasy JO, Rimner A. von Reibnitz D, et al. Among authors: oh jh. Front Oncol. 2020 Aug 6;10:1395. doi: 10.3389/fonc.2020.01395. eCollection 2020. Front Oncol. 2020. PMID: 32850450 Free PMC article.

9

Prediction of Breast Cancer Treatment-Induced Fatigue by Machine Learning Using Genome-Wide Association Data.

Lee S, Deasy JO, Oh JH, Di Meglio A, Dumas A, Menvielle G, Charles C, Boyault S, Rousseau M, Besse C, Thomas E, Boland A, Cottu P, Tredan O, Levy C, Martin AL, Everhard S, Ganz PA, Partridge AH, Michiels S, Deleuze JF, Andre F, Vaz-Luis I. Lee S, et al. Among authors: oh jh. JNCI Cancer Spectr. 2020 May 11;4(5):pkaa039. doi: 10.1093/jncics/pkaa039. eCollection 2020 Oct. JNCI Cancer Spectr. 2020. PMID: 33490863 Free PMC article.

10

Predicting the germline dependence of hematuria risk in prostate cancer radiotherapy patients.

Oh JH, Lee S, Thor M, Rosenstein BS, Tannenbaum A, Kerns S, Deasy JO. Oh JH, et al. Radiother Oncol. 2023 Aug;185:109723. doi: 10.1016/j.radonc.2023.109723. Epub 2023 May 25. Radiother Oncol. 2023. PMID: 37244355 Free PMC article.

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