BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

159 related articles for article (PubMed ID: 37379068)

  • 1. Virtual pretreatment patient-specific quality assurance of volumetric modulated arc therapy using deep learning.
    Yoganathan SA; Ahmed S; Paloor S; Torfeh T; Aouadi S; Al-Hammadi N; Hammoud R
    Med Phys; 2023 Dec; 50(12):7891-7903. PubMed ID: 37379068
    [TBL] [Abstract][Full Text] [Related]  

  • 2. A synthesized gamma distribution-based patient-specific VMAT QA using a generative adversarial network.
    Matsuura T; Kawahara D; Saito A; Yamada K; Ozawa S; Nagata Y
    Med Phys; 2023 Apr; 50(4):2488-2498. PubMed ID: 36609669
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Efficient dose-volume histogram-based pretreatment patient-specific quality assurance methodology with combined deep learning and machine learning models for volumetric modulated arc radiotherapy.
    Gong C; Zhu K; Lin C; Han C; Lu Z; Chen Y; Yu C; Hou L; Zhou Y; Yi J; Ai Y; Xiang X; Xie C; Jin X
    Med Phys; 2022 Dec; 49(12):7779-7790. PubMed ID: 36190117
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Error detection model developed using a multi-task convolutional neural network in patient-specific quality assurance for volumetric-modulated arc therapy.
    Kimura Y; Kadoya N; Oku Y; Kajikawa T; Tomori S; Jingu K
    Med Phys; 2021 Sep; 48(9):4769-4783. PubMed ID: 34101848
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Detecting MLC modeling errors using radiomics-based machine learning in patient-specific QA with an EPID for intensity-modulated radiation therapy.
    Sakai M; Nakano H; Kawahara D; Tanabe S; Takizawa T; Narita A; Yamada T; Sakai H; Ueda M; Sasamoto R; Kaidu M; Aoyama H; Ishikawa H; Utsunomiya S
    Med Phys; 2021 Mar; 48(3):991-1002. PubMed ID: 33382467
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Deep learning-based tools to distinguish plan-specific from generic deviations in EPID-based in vivo dosimetry.
    Olaciregui-Ruiz I; Simões R; Jan-Jakob S
    Med Phys; 2024 Feb; 51(2):854-869. PubMed ID: 38112213
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Evaluation of prediction and classification performances in different machine learning models for patient-specific quality assurance of head-and-neck VMAT plans.
    Kusunoki T; Hatanaka S; Hariu M; Kusano Y; Yoshida D; Katoh H; Shimbo M; Takahashi T
    Med Phys; 2022 Jan; 49(1):727-741. PubMed ID: 34859445
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Development of a deep learning-based error detection system without error dose maps in the patient-specific quality assurance of volumetric modulated arc therapy.
    Kimura Y; Kadoya N; Oku Y; Jingu K
    J Radiat Res; 2023 Jul; 64(4):728-737. PubMed ID: 37177789
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Patient-specific quality assurance prediction models based on machine learning for novel dual-layered MLC linac.
    Zhu H; Zhu Q; Wang Z; Yang B; Zhang W; Qiu J
    Med Phys; 2023 Feb; 50(2):1205-1214. PubMed ID: 36342293
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Deep Learning for Patient-Specific Quality Assurance: Predicting Gamma Passing Rates for IMRT Based on Delivery Fluence Informed by log Files.
    Huang Y; Pi Y; Ma K; Miao X; Fu S; Zhu Z; Cheng Y; Zhang Z; Chen H; Wang H; Gu H; Shao Y; Duan Y; Feng A; Zhuo W; Xu Z
    Technol Cancer Res Treat; 2022; 21():15330338221104881. PubMed ID: 35726209
    [No Abstract]   [Full Text] [Related]  

  • 11. Clinical VMAT machine parameter optimization for localized prostate cancer using deep reinforcement learning.
    Hrinivich WT; Bhattacharya M; Mekki L; McNutt T; Jia X; Li H; Song DY; Lee J
    Med Phys; 2024 Jun; 51(6):3972-3984. PubMed ID: 38669457
    [TBL] [Abstract][Full Text] [Related]  

  • 12. A TPS integrated machine learning tool for predicting patient-specific quality assurance outcomes in volumetric-modulated arc therapy.
    Noblet C; Maunet M; Duthy M; Coste F; Moreau M
    Phys Med; 2024 Feb; 118():103208. PubMed ID: 38211462
    [TBL] [Abstract][Full Text] [Related]  

  • 13. An in vivo dose verification method for SBRT-VMAT delivery using the EPID.
    McCowan PM; Van Uytven E; Van Beek T; Asuni G; McCurdy BM
    Med Phys; 2015 Dec; 42(12):6955-63. PubMed ID: 26632051
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Predictive gamma passing rate of 3D detector array-based volumetric modulated arc therapy quality assurance for prostate cancer via deep learning.
    Matsuura T; Kawahara D; Saito A; Miura H; Yamada K; Ozawa S; Nagata Y
    Phys Eng Sci Med; 2022 Dec; 45(4):1073-1081. PubMed ID: 36202950
    [TBL] [Abstract][Full Text] [Related]  

  • 15. A method to reconstruct and apply 3D primary fluence for treatment delivery verification.
    Liu S; Mazur TR; Li H; Curcuru A; Green OL; Sun B; Mutic S; Yang D
    J Appl Clin Med Phys; 2017 Jan; 18(1):128-138. PubMed ID: 28291913
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Multi-task autoencoder based classification-regression model for patient-specific VMAT QA.
    Wang L; Li J; Zhang S; Zhang X; Zhang Q; Chan MF; Yang R; Sui J
    Phys Med Biol; 2020 Nov; 65(23):235023. PubMed ID: 33245054
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Prediction of patient-specific quality assurance for volumetric modulated arc therapy using radiomics-based machine learning with dose distribution.
    Ishizaka N; Kinoshita T; Sakai M; Tanabe S; Nakano H; Tanabe S; Nakamura S; Mayumi K; Akamatsu S; Nishikata T; Takizawa T; Yamada T; Sakai H; Kaidu M; Sasamoto R; Ishikawa H; Utsunomiya S
    J Appl Clin Med Phys; 2024 Jan; 25(1):e14215. PubMed ID: 37987544
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Machine Learning for Patient-Specific Quality Assurance of VMAT: Prediction and Classification Accuracy.
    Li J; Wang L; Zhang X; Liu L; Li J; Chan MF; Sui J; Yang R
    Int J Radiat Oncol Biol Phys; 2019 Nov; 105(4):893-902. PubMed ID: 31377162
    [TBL] [Abstract][Full Text] [Related]  

  • 19. A novel method for sub-arc VMAT dose delivery verification based on portal dosimetry with an EPID.
    Cools RAM; Dirkx MLP; Heijmen BJM
    Med Phys; 2017 Nov; 44(11):5556-5562. PubMed ID: 28815696
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Using machine learning to predict gamma passing rate in volumetric-modulated arc therapy treatment plans.
    Salari E; Shuai Xu K; Sperling NN; Parsai EI
    J Appl Clin Med Phys; 2023 Feb; 24(2):e13824. PubMed ID: 36495010
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 8.