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Segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black blood magnetic resonance imaging with multi-task learning.
Med Phys. 2024 Mar;51(3):1775-1797. doi: 10.1002/mp.16728. Epub 2023 Sep 8.
Med Phys. 2024.
PMID: 37681965
Prostate and dominant intraprostatic lesion segmentation on PET/CT using cascaded regional-net.
Matkovic LA, Wang T, Lei Y, Akin-Akintayo OO, Abiodun Ojo OA, Akintayo AA, Roper J, Bradley JD, Liu T, Schuster DM, Yang X.
Matkovic LA, et al.
Phys Med Biol. 2021 Dec 7;66(24):10.1088/1361-6560/ac3c13. doi: 10.1088/1361-6560/ac3c13.
Phys Med Biol. 2021.
PMID: 34808603
Free PMC article.
Item in Clipboard
The viscoelastic characteristics of in-vitro carotid plaque by Kelvin-Voigt fractional derivative modeling.
Zhou Y, Song Y, Liu Z, Li W, Guo Y, Matkovic LA, Yang X, Ma R, Wan M, Ruan L, Zhang H.
Zhou Y, et al. Among authors: matkovic la.
J Biomech. 2022 Aug;141:111210. doi: 10.1016/j.jbiomech.2022.111210. Epub 2022 Jun 27.
J Biomech. 2022.
PMID: 35785652
Item in Clipboard
Reinforcement learning in medical image analysis: Concepts, applications, challenges, and future directions.
Hu M, Zhang J, Matkovic L, Liu T, Yang X.
Hu M, et al.
J Appl Clin Med Phys. 2023 Feb;24(2):e13898. doi: 10.1002/acm2.13898. Epub 2023 Jan 10.
J Appl Clin Med Phys. 2023.
PMID: 36626026
Free PMC article.
Review.
Item in Clipboard
Deep Q-learning to globally optimize a k-D parameter search for medical imaging.
Zhang H, Liang S, Matkovic LA, Momin S, Wang K, Yang X, Insana MF.
Zhang H, et al. Among authors: matkovic la.
Quant Imaging Med Surg. 2023 Aug 1;13(8):4879-4896. doi: 10.21037/qims-22-1147. Epub 2023 Jun 27.
Quant Imaging Med Surg. 2023.
PMID: 37581036
Free PMC article.
Item in Clipboard
Deformable lung 4DCT image registration via landmark-driven cycle network.
Matkovic L, Lei Y, Fu Y, Wang T, Kesarwala AH, Axente M, Roper J, Higgins K, Bradley JD, Liu T, Yang X.
Matkovic L, et al.
Med Phys. 2024 Mar;51(3):1974-1984. doi: 10.1002/mp.16738. Epub 2023 Sep 14.
Med Phys. 2024.
PMID: 37708440
Item in Clipboard
Diffeomorphic transformer-based abdomen MRI-CT deformable image registration.
Lei Y, Matkovic LA, Roper J, Wang T, Zhou J, Ghavidel B, McDonald M, Patel P, Yang X.
Lei Y, et al. Among authors: matkovic la.
Med Phys. 2024 May 31. doi: 10.1002/mp.17235. Online ahead of print.
Med Phys. 2024.
PMID: 38820286
Item in Clipboard
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration.
Lei Y, Matkovic LA, Roper J, Wang T, Zhou J, Ghavidel B, McDonald M, Patel P, Yang X.
Lei Y, et al. Among authors: matkovic la.
ArXiv [Preprint]. 2024 May 4:arXiv:2405.02692v1.
ArXiv. 2024.
Update in:
Med Phys. 2024 May 31. doi: 10.1002/mp.17235.
PMID: 38745706
Free PMC article.
Updated.
Preprint.
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