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2019 | 2 |
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Page 1
Gradient Boosted Trees for Spatial Data and Its Application to Medical Imaging Data.
IISE Trans Healthc Syst Eng. 2022;12(3):165-179. doi: 10.1080/24725579.2021.1995536. Epub 2021 Nov 9.
IISE Trans Healthc Syst Eng. 2022.
PMID: 36311209
Free PMC article.
Nearest Neighbor-Based Strategy to Optimize Multi-View Triplet Network for Classification of Small-Sample Medical Imaging Data.
Thammasorn P, Chaovalitwongse WA, Hippe DS, Wootton LS, Ford EC, Spraker MB, Combs SE, Peeken JC, Nyflot MJ.
Thammasorn P, et al.
IEEE Trans Neural Netw Learn Syst. 2023 Feb;34(2):586-600. doi: 10.1109/TNNLS.2021.3059635. Epub 2023 Feb 3.
IEEE Trans Neural Netw Learn Syst. 2023.
PMID: 33690126
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Multitask Learning Radiomics on Longitudinal Imaging to Predict Survival Outcomes following Risk-Adaptive Chemoradiation for Non-Small Cell Lung Cancer.
Forouzannezhad P, Maes D, Hippe DS, Thammasorn P, Iranzad R, Han J, Duan C, Liu X, Wang S, Chaovalitwongse WA, Zeng J, Bowen SR.
Forouzannezhad P, et al. Among authors: thammasorn p.
Cancers (Basel). 2022 Feb 26;14(5):1228. doi: 10.3390/cancers14051228.
Cancers (Basel). 2022.
PMID: 35267535
Free PMC article.
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Sensitivity analysis of FDG PET tumor voxel cluster radiomics and dosimetry for predicting mid-chemoradiation regional response of locally advanced lung cancer.
Duan C, Chaovalitwongse WA, Bai F, Hippe DS, Wang S, Thammasorn P, Pierce LA, Liu X, You J, Miyaoka RS, Vesselle HJ, Kinahan PE, Rengan R, Zeng J, Bowen SR.
Duan C, et al. Among authors: thammasorn p.
Phys Med Biol. 2020 Oct 7;65(20):205007. doi: 10.1088/1361-6560/abb0c7.
Phys Med Biol. 2020.
PMID: 33027064
Free PMC article.
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Voxel Forecast for Precision Oncology: Predicting Spatially Variant and Multiscale Cancer Therapy Response on Longitudinal Quantitative Molecular Imaging.
Bowen SR, Hippe DS, Chaovalitwongse WA, Duan C, Thammasorn P, Liu X, Miyaoka RS, Vesselle HJ, Kinahan PE, Rengan R, Zeng J.
Bowen SR, et al. Among authors: thammasorn p.
Clin Cancer Res. 2019 Aug 15;25(16):5027-5037. doi: 10.1158/1078-0432.CCR-18-3908. Epub 2019 May 29.
Clin Cancer Res. 2019.
PMID: 31142507
Free PMC article.
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Deep learning for patient-specific quality assurance: Identifying errors in radiotherapy delivery by radiomic analysis of gamma images with convolutional neural networks.
Nyflot MJ, Thammasorn P, Wootton LS, Ford EC, Chaovalitwongse WA.
Nyflot MJ, et al. Among authors: thammasorn p.
Med Phys. 2019 Feb;46(2):456-464. doi: 10.1002/mp.13338. Epub 2018 Dec 28.
Med Phys. 2019.
PMID: 30548601
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