BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

243 related articles for article (PubMed ID: 32070947)

  • 1. Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation.
    Zhang L; Wang X; Yang D; Sanford T; Harmon S; Turkbey B; Wood BJ; Roth H; Myronenko A; Xu D; Xu Z
    IEEE Trans Med Imaging; 2020 Jul; 39(7):2531-2540. PubMed ID: 32070947
    [TBL] [Abstract][Full Text] [Related]  

  • 2. MFNet: Meta-learning based on frequency-space mix for MRI segmentation in nasopharyngeal carcinoma.
    Li Y; Chen Q; Li H; Wang S; Chen N; Han T; Wang K; Yu Q; Cao Z; Tang J
    J Cell Mol Med; 2024 May; 28(9):e18355. PubMed ID: 38685683
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Multiscale unsupervised domain adaptation for automatic pancreas segmentation in CT volumes using adversarial learning.
    Zhu Y; Hu P; Li X; Tian Y; Bai X; Liang T; Li J
    Med Phys; 2022 Sep; 49(9):5799-5818. PubMed ID: 35833617
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Domain generalization in deep learning for contrast-enhanced imaging.
    Sendra-Balcells C; Campello VM; Martín-Isla C; Viladés D; Descalzo ML; Guala A; Rodríguez-Palomares JF; Lekadir K
    Comput Biol Med; 2022 Oct; 149():106052. PubMed ID: 36055164
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Causality-Inspired Single-Source Domain Generalization for Medical Image Segmentation.
    Ouyang C; Chen C; Li S; Li Z; Qin C; Bai W; Rueckert D
    IEEE Trans Med Imaging; 2023 Apr; 42(4):1095-1106. PubMed ID: 36417741
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices.
    Vos G; Trinh K; Sarnyai Z; Rahimi Azghadi M
    J Biomed Inform; 2023 Dec; 148():104556. PubMed ID: 38048895
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Improving domain generalization performance for medical image segmentation via random feature augmentation.
    Kang Y; Zhao X; Zhang Y; Li H; Wang G; Cui L; Xing Y; Feng J; Yang L
    Methods; 2023 Oct; 218():149-157. PubMed ID: 37572767
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Synthesizing CT images from MR images with deep learning: model generalization for different datasets through transfer learning.
    Li W; Kazemifar S; Bai T; Nguyen D; Weng Y; Li Y; Xia J; Xiong J; Xie Y; Owrangi A; Jiang S
    Biomed Phys Eng Express; 2021 Feb; 7(2):. PubMed ID: 33545707
    [No Abstract]   [Full Text] [Related]  

  • 9. Autoencoder based self-supervised test-time adaptation for medical image analysis.
    He Y; Carass A; Zuo L; Dewey BE; Prince JL
    Med Image Anal; 2021 Aug; 72():102136. PubMed ID: 34246070
    [TBL] [Abstract][Full Text] [Related]  

  • 10. S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation.
    Liu L; Zhang Z; Li S; Ma K; Zheng Y
    Med Image Anal; 2021 Dec; 74():102214. PubMed ID: 34464837
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Robust color medical image segmentation on unseen domain by randomized illumination enhancement.
    Zhang Z; Li Y; Shin BS
    Comput Biol Med; 2022 Jun; 145():105427. PubMed ID: 35585731
    [TBL] [Abstract][Full Text] [Related]  

  • 12. DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation.
    Kamraoui RA; Ta VT; Tourdias T; Mansencal B; Manjon JV; Coup P
    Med Image Anal; 2022 Feb; 76():102312. PubMed ID: 34894571
    [TBL] [Abstract][Full Text] [Related]  

  • 13. A Domain-Shift Invariant CNN Framework for Cardiac MRI Segmentation Across Unseen Domains.
    Patil SS; Ramteke M; Verma M; Seth S; Bhargava R; Mittal S; Rathore AS
    J Digit Imaging; 2023 Oct; 36(5):2148-2163. PubMed ID: 37430062
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Deep learning based domain adaptation for mitochondria segmentation on EM volumes.
    Franco-Barranco D; Pastor-Tronch J; González-Marfil A; Muñoz-Barrutia A; Arganda-Carreras I
    Comput Methods Programs Biomed; 2022 Jul; 222():106949. PubMed ID: 35753105
    [TBL] [Abstract][Full Text] [Related]  

  • 15. LMISA: A lightweight multi-modality image segmentation network via domain adaptation using gradient magnitude and shape constraint.
    Jafari M; Francis S; Garibaldi JM; Chen X
    Med Image Anal; 2022 Oct; 81():102536. PubMed ID: 35870297
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Cross-Domain Echocardiography Segmentation with Multi-Space Joint Adaptation.
    Chen T; Xia M; Huang Y; Jiao J; Wang Y
    Sensors (Basel); 2023 Jan; 23(3):. PubMed ID: 36772517
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Iterative unsupervised domain adaptation for generalized cell detection from brightfield z-stacks.
    Liimatainen K; Kananen L; Latonen L; Ruusuvuori P
    BMC Bioinformatics; 2019 Feb; 20(1):80. PubMed ID: 30767778
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets.
    Jiang J; Hu YC; Tyagi N; Zhang P; Rimner A; Deasy JO; Veeraraghavan H
    Med Phys; 2019 Oct; 46(10):4392-4404. PubMed ID: 31274206
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Domain-Aware Dual Attention for Generalized Medical Image Segmentation on Unseen Domains.
    Lai H; Luo Y; Li B; Zhang G; Lu J
    IEEE J Biomed Health Inform; 2023 May; 27(5):2399-2410. PubMed ID: 37028301
    [TBL] [Abstract][Full Text] [Related]  

  • 20. On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images.
    Al Khalil Y; Amirrajab S; Lorenz C; Weese J; Pluim J; Breeuwer M
    Med Image Anal; 2023 Feb; 84():102688. PubMed ID: 36493702
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 13.