Luo Y - Search Results

1

Radiogenomics and radiotherapy response modeling.

El Naqa I, Kerns SL, Coates J, Luo Y, Speers C, West CML, Rosenstein BS, Ten Haken RK. El Naqa I, et al. Among authors: luo y. Phys Med Biol. 2017 Aug 1;62(16):R179-R206. doi: 10.1088/1361-6560/aa7c55. Phys Med Biol. 2017. PMID: 28657906 Free PMC article. Review.

2

Unraveling biophysical interactions of radiation pneumonitis in non-small-cell lung cancer via Bayesian network analysis.

Luo Y, El Naqa I, McShan DL, Ray D, Lohse I, Matuszak MM, Owen D, Jolly S, Lawrence TS, Kong FS, Ten Haken RK. Luo Y, et al. Radiother Oncol. 2017 Apr;123(1):85-92. doi: 10.1016/j.radonc.2017.02.004. Epub 2017 Feb 22. Radiother Oncol. 2017. PMID: 28237401 Free PMC article.

3

Deep reinforcement learning for automated radiation adaptation in lung cancer.

Tseng HH, Luo Y, Cui S, Chien JT, Ten Haken RK, Naqa IE. Tseng HH, et al. Among authors: luo y. Med Phys. 2017 Dec;44(12):6690-6705. doi: 10.1002/mp.12625. Epub 2017 Nov 14. Med Phys. 2017. PMID: 29034482 Free PMC article.

4

A multiobjective Bayesian networks approach for joint prediction of tumor local control and radiation pneumonitis in nonsmall-cell lung cancer (NSCLC) for response-adapted radiotherapy.

Luo Y, McShan DL, Matuszak MM, Ray D, Lawrence TS, Jolly S, Kong FM, Ten Haken RK, El Naqa I. Luo Y, et al. Med Phys. 2018 Jun 4:10.1002/mp.13029. doi: 10.1002/mp.13029. Online ahead of print. Med Phys. 2018. PMID: 29862533 Free PMC article.

5

The Role of Machine Learning in Knowledge-Based Response-Adapted Radiotherapy.

Tseng HH, Luo Y, Ten Haken RK, El Naqa I. Tseng HH, et al. Among authors: luo y. Front Oncol. 2018 Jul 27;8:266. doi: 10.3389/fonc.2018.00266. eCollection 2018. Front Oncol. 2018. PMID: 30101124 Free PMC article. Review.

6

Machine Learning and Imaging Informatics in Oncology.

Tseng HH, Wei L, Cui S, Luo Y, Ten Haken RK, El Naqa I. Tseng HH, et al. Among authors: luo y. Oncology. 2020;98(6):344-362. doi: 10.1159/000493575. Epub 2018 Nov 23. Oncology. 2020. PMID: 30472716 Free PMC article. Review.

7

Development of a Fully Cross-Validated Bayesian Network Approach for Local Control Prediction in Lung Cancer.

Luo Y, McShan D, Ray D, Matuszak M, Jolly S, Lawrence T, Ming Kong F, Ten Haken R, El Naqa I. Luo Y, et al. IEEE Trans Radiat Plasma Med Sci. 2019 Mar;3(2):232-241. doi: 10.1109/TRPMS.2018.2832609. Epub 2018 May 2. IEEE Trans Radiat Plasma Med Sci. 2019. PMID: 30854500 Free PMC article.

8

Artificial Neural Network with Composite Architectures for Prediction of Local Control in Radiotherapy.

Cui S, Luo Y, Hsin Tseng H, Ten Haken RK, El Naqa I. Cui S, et al. Among authors: luo y. IEEE Trans Radiat Plasma Med Sci. 2019 Mar;3(2):242-249. doi: 10.1109/TRPMS.2018.2884134. Epub 2018 Nov 29. IEEE Trans Radiat Plasma Med Sci. 2019. PMID: 30854501 Free PMC article.

9

Combining handcrafted features with latent variables in machine learning for prediction of radiation-induced lung damage.

Cui S, Luo Y, Tseng HH, Ten Haken RK, El Naqa I. Cui S, et al. Among authors: luo y. Med Phys. 2019 May;46(5):2497-2511. doi: 10.1002/mp.13497. Epub 2019 Apr 8. Med Phys. 2019. PMID: 30891794 Free PMC article.

10

Machine learning for radiation outcome modeling and prediction.

Luo Y, Chen S, Valdes G. Luo Y, et al. Med Phys. 2020 Jun;47(5):e178-e184. doi: 10.1002/mp.13570. Med Phys. 2020. PMID: 32418338 Free article. Review.

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