172 related articles for article (PubMed ID: 37660372)
1. Multimodal imaging-based material mass density estimation for proton therapy using supervised deep learning.
Chang CW; Marants R; Gao Y; Goette M; Scholey JE; Bradley JD; Liu T; Zhou J; Sudhyadhom A; Yang X
Br J Radiol; 2023 Dec; 96(1152):20220907. PubMed ID: 37660372
[TBL] [Abstract][Full Text] [Related]
2. MRI-only based material mass density and relative stopping power estimation via deep learning for proton therapy: a preliminary study.
Gao Y; Chang CW; Mandava S; Marants R; Scholey JE; Goette M; Lei Y; Mao H; Bradley JD; Liu T; Zhou J; Sudhyadhom A; Yang X
Sci Rep; 2024 May; 14(1):11166. PubMed ID: 38750148
[TBL] [Abstract][Full Text] [Related]
3. Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning.
Chang CW; Gao Y; Wang T; Lei Y; Wang Q; Pan S; Sudhyadhom A; Bradley JD; Liu T; Lin L; Zhou J; Yang X
Phys Med Biol; 2022 May; 67(11):. PubMed ID: 35545078
[TBL] [Abstract][Full Text] [Related]
4. Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy.
Chang CW; Zhou S; Gao Y; Lin L; Liu T; Bradley JD; Zhang T; Zhou J; Yang X
Phys Med Biol; 2022 Oct; 67(21):. PubMed ID: 36174551
[No Abstract] [Full Text] [Related]
5. Deep learning approaches using 2D and 3D convolutional neural networks for generating male pelvic synthetic computed tomography from magnetic resonance imaging.
Fu J; Yang Y; Singhrao K; Ruan D; Chu FI; Low DA; Lewis JH
Med Phys; 2019 Sep; 46(9):3788-3798. PubMed ID: 31220353
[TBL] [Abstract][Full Text] [Related]
6. Feasibility of Monte Carlo dropout-based uncertainty maps to evaluate deep learning-based synthetic CTs for adaptive proton therapy.
Galapon AV; Thummerer A; Langendijk JA; Wagenaar D; Both S
Med Phys; 2024 Apr; 51(4):2499-2509. PubMed ID: 37956266
[TBL] [Abstract][Full Text] [Related]
7. Zero-Echo-Time and Dixon Deep Pseudo-CT (ZeDD CT): Direct Generation of Pseudo-CT Images for Pelvic PET/MRI Attenuation Correction Using Deep Convolutional Neural Networks with Multiparametric MRI.
Leynes AP; Yang J; Wiesinger F; Kaushik SS; Shanbhag DD; Seo Y; Hope TA; Larson PEZ
J Nucl Med; 2018 May; 59(5):852-858. PubMed ID: 29084824
[TBL] [Abstract][Full Text] [Related]
8. Towards subpercentage uncertainty proton stopping-power mapping via dual-energy CT: Direct experimental validation and uncertainty analysis of a statistical iterative image reconstruction method.
Medrano M; Liu R; Zhao T; Webb T; Politte DG; Whiting BR; Liao R; Ge T; Porras-Chaverri MA; O'Sullivan JA; Williamson JF
Med Phys; 2022 Mar; 49(3):1599-1618. PubMed ID: 35029302
[TBL] [Abstract][Full Text] [Related]
9. Single energy CT-based mass density and relative stopping power estimation for proton therapy using deep learning method.
Gao Y; Chang CW; Roper J; Axente M; Lei Y; Pan S; Bradley JD; Zhou J; Liu T; Yang X
Front Oncol; 2023; 13():1278180. PubMed ID: 38074686
[TBL] [Abstract][Full Text] [Related]
10. Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN.
Liu R; Lei Y; Wang T; Zhou J; Roper J; Lin L; McDonald MW; Bradley JD; Curran WJ; Liu T; Yang X
Phys Med Biol; 2021 Mar; 66(6):065014. PubMed ID: 33596558
[TBL] [Abstract][Full Text] [Related]
11. Convolutional neural network based proton stopping-power-ratio estimation with dual-energy CT: a feasibility study.
Lee HH; Park YK; Duan X; Jia X; Jiang S; Yang M
Phys Med Biol; 2020 Nov; 65(21):215016. PubMed ID: 32736368
[TBL] [Abstract][Full Text] [Related]
12. Bony structure enhanced synthetic CT generation using Dixon sequences for pelvis MR-only radiotherapy.
Liang X; Yen A; Bai T; Godley A; Shen C; Wu J; Meng B; Lin MH; Medin P; Yan Y; Owrangi A; Desai N; Hannan R; Garant A; Jiang S; Deng J
Med Phys; 2023 Dec; 50(12):7368-7382. PubMed ID: 37358195
[TBL] [Abstract][Full Text] [Related]
13. PET attenuation correction using synthetic CT from ultrashort echo-time MR imaging.
Roy S; Wang WT; Carass A; Prince JL; Butman JA; Pham DL
J Nucl Med; 2014 Dec; 55(12):2071-7. PubMed ID: 25413135
[TBL] [Abstract][Full Text] [Related]
14. Proton range uncertainty caused by synthetic computed tomography generated with deep learning from pelvic magnetic resonance imaging.
Tian L; Lühr A
Acta Oncol; 2023 Nov; 62(11):1461-1469. PubMed ID: 37703314
[TBL] [Abstract][Full Text] [Related]
15. Evaluation of Deep Learning-Based Approaches to Segment Bowel Air Pockets and Generate Pelvic Attenuation Maps from CAIPIRINHA-Accelerated Dixon MR Images.
Sari H; Reaungamornrat J; Catalano OA; Vera-Olmos J; Izquierdo-Garcia D; Morales MA; Torrado-Carvajal A; Ng TSC; Malpica N; Kamen A; Catana C
J Nucl Med; 2022 Mar; 63(3):468-475. PubMed ID: 34301782
[TBL] [Abstract][Full Text] [Related]
16. Postoperative glioma segmentation in CT image using deep feature fusion model guided by multi-sequence MRIs.
Tang F; Liang S; Zhong T; Huang X; Deng X; Zhang Y; Zhou L
Eur Radiol; 2020 Feb; 30(2):823-832. PubMed ID: 31650265
[TBL] [Abstract][Full Text] [Related]
17. Technical Note: A methodology for improved accuracy in stopping power estimation using MRI and CT.
Scholey JE; Chandramohan D; Naren T; Liu W; Larson PEZ; Sudhyadhom A
Med Phys; 2021 Jan; 48(1):342-353. PubMed ID: 33107997
[TBL] [Abstract][Full Text] [Related]
18. AI-driven attenuation correction for brain PET/MRI: Clinical evaluation of a dementia cohort and importance of the training group size.
Ladefoged CN; Hansen AE; Henriksen OM; Bruun FJ; Eikenes L; Øen SK; Karlberg A; Højgaard L; Law I; Andersen FL
Neuroimage; 2020 Nov; 222():117221. PubMed ID: 32750498
[TBL] [Abstract][Full Text] [Related]
19. Machine learning based oxygen and carbon concentration derivation using dual-energy CT for PET-based dose verification in proton therapy.
Liu Y; Zhou L; Peng H
Med Phys; 2022 May; 49(5):3347-3360. PubMed ID: 35246842
[TBL] [Abstract][Full Text] [Related]
20. MR-based synthetic CT generation using a deep convolutional neural network method.
Han X
Med Phys; 2017 Apr; 44(4):1408-1419. PubMed ID: 28192624
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]