BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

1397 related articles for article (PubMed ID: 31521252)

  • 1. Convolutional neural networks for skull-stripping in brain MR imaging using silver standard masks.
    Lucena O; Souza R; Rittner L; Frayne R; Lotufo R
    Artif Intell Med; 2019 Jul; 98():48-58. PubMed ID: 31521252
    [TBL] [Abstract][Full Text] [Related]  

  • 2. An open, multi-vendor, multi-field-strength brain MR dataset and analysis of publicly available skull stripping methods agreement.
    Souza R; Lucena O; Garrafa J; Gobbi D; Saluzzi M; Appenzeller S; Rittner L; Frayne R; Lotufo R
    Neuroimage; 2018 Apr; 170():482-494. PubMed ID: 28807870
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks.
    Stember JN; Celik H; Krupinski E; Chang PD; Mutasa S; Wood BJ; Lignelli A; Moonis G; Schwartz LH; Jambawalikar S; Bagci U
    J Digit Imaging; 2019 Aug; 32(4):597-604. PubMed ID: 31044392
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Accuracy of skull stripping in a single-contrast convolutional neural network model using eight-contrast magnetic resonance images.
    Goto M; Otsuka Y; Hagiwara A; Fujita S; Hori M; Kamagata K; Aoki S; Abe O; Sakamoto H; Sakano Y; Kyogoku S; Daida H
    Radiol Phys Technol; 2023 Sep; 16(3):373-383. PubMed ID: 37291372
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Fully automatic, multiorgan segmentation in normal whole body magnetic resonance imaging (MRI), using classification forests (CFs), convolutional neural networks (CNNs), and a multi-atlas (MA) approach.
    Lavdas I; Glocker B; Kamnitsas K; Rueckert D; Mair H; Sandhu A; Taylor SA; Aboagye EO; Rockall AG
    Med Phys; 2017 Oct; 44(10):5210-5220. PubMed ID: 28756622
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning.
    Ataloglou D; Dimou A; Zarpalas D; Daras P
    Neuroinformatics; 2019 Oct; 17(4):563-582. PubMed ID: 30877605
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Semi-supervised learning for automatic segmentation of the knee from MRI with convolutional neural networks.
    Burton W; Myers C; Rullkoetter P
    Comput Methods Programs Biomed; 2020 Jun; 189():105328. PubMed ID: 31958580
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases.
    De Feo R; Shatillo A; Sierra A; Valverde JM; Gröhn O; Giove F; Tohka J
    Neuroimage; 2021 Apr; 229():117734. PubMed ID: 33454412
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Deep MRI brain extraction: A 3D convolutional neural network for skull stripping.
    Kleesiek J; Urban G; Hubert A; Schwarz D; Maier-Hein K; Bendszus M; Biller A
    Neuroimage; 2016 Apr; 129():460-469. PubMed ID: 26808333
    [TBL] [Abstract][Full Text] [Related]  

  • 10. A general skull stripping of multiparametric brain MRIs using 3D convolutional neural network.
    Pei L; Ak M; Tahon NHM; Zenkin S; Alkarawi S; Kamal A; Yilmaz M; Chen L; Er M; Ak N; Colen R
    Sci Rep; 2022 Jun; 12(1):10826. PubMed ID: 35760886
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Fully automated 3D segmentation and separation of multiple cervical vertebrae in CT images using a 2D convolutional neural network.
    Bae HJ; Hyun H; Byeon Y; Shin K; Cho Y; Song YJ; Yi S; Kuh SU; Yeom JS; Kim N
    Comput Methods Programs Biomed; 2020 Feb; 184():105119. PubMed ID: 31627152
    [TBL] [Abstract][Full Text] [Related]  

  • 12. DENSE-INception U-net for medical image segmentation.
    Zhang Z; Wu C; Coleman S; Kerr D
    Comput Methods Programs Biomed; 2020 Aug; 192():105395. PubMed ID: 32163817
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks.
    Ribalta Lorenzo P; Nalepa J; Bobek-Billewicz B; Wawrzyniak P; Mrukwa G; Kawulok M; Ulrych P; Hayball MP
    Comput Methods Programs Biomed; 2019 Jul; 176():135-148. PubMed ID: 31200901
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Deep learning-based fully automatic segmentation of wrist cartilage in MR images.
    Brui E; Efimtcev AY; Fokin VA; Fernandez R; Levchuk AG; Ogier AC; Samsonov AA; Mattei JP; Melchakova IV; Bendahan D; Andreychenko A
    NMR Biomed; 2020 Aug; 33(8):e4320. PubMed ID: 32394453
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Study of multistep Dense U-Net-based automatic segmentation for head MRI scans.
    Gi Y; Oh G; Jo Y; Lim H; Ko Y; Hong J; Lee E; Park S; Kwak T; Kim S; Yoon M
    Med Phys; 2024 Mar; 51(3):2230-2238. PubMed ID: 37956307
    [TBL] [Abstract][Full Text] [Related]  

  • 16. 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]  

  • 17. Shape constrained fully convolutional DenseNet with adversarial training for multiorgan segmentation on head and neck CT and low-field MR images.
    Tong N; Gou S; Yang S; Cao M; Sheng K
    Med Phys; 2019 Jun; 46(6):2669-2682. PubMed ID: 31002188
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Analysis of intensity normalization for optimal segmentation performance of a fully convolutional neural network.
    Jacobsen N; Deistung A; Timmann D; Goericke SL; Reichenbach JR; Güllmar D
    Z Med Phys; 2019 May; 29(2):128-138. PubMed ID: 30579766
    [TBL] [Abstract][Full Text] [Related]  

  • 19. 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study.
    Dolz J; Desrosiers C; Ben Ayed I
    Neuroimage; 2018 Apr; 170():456-470. PubMed ID: 28450139
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Auto-Context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging.
    Mohseni Salehi SS; Erdogmus D; Gholipour A
    IEEE Trans Med Imaging; 2017 Nov; 36(11):2319-2330. PubMed ID: 28678704
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 70.