BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

149 related articles for article (PubMed ID: 38537414)

  • 1. Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
    Haghighi F; Hosseinzadeh Taher MR; Gotway MB; Liang J
    Med Image Anal; 2024 May; 94():103086. PubMed ID: 38537414
    [TBL] [Abstract][Full Text] [Related]  

  • 2. DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis.
    Haghighi F; Taher MRH; Gotway MB; Liang J
    Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit; 2022 Jun; 2022():20792-20802. PubMed ID: 36313959
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Stepwise incremental pretraining for integrating discriminative, restorative, and adversarial learning.
    Guo Z; Islam NU; Gotway MB; Liang J
    Med Image Anal; 2024 Jul; 95():103159. PubMed ID: 38663318
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Discriminative, Restorative, and Adversarial Learning: Stepwise Incremental Pretraining.
    Guo Z; Islam NU; Gotway MB; Liang J
    Domain Adapt Represent Transf (2022); 2022 Sep; 13542():66-76. PubMed ID: 36507899
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning.
    Haghighi F; Taher MRH; Zhou Z; Gotway MB; Liang J
    IEEE Trans Med Imaging; 2021 Oct; 40(10):2857-2868. PubMed ID: 33617450
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Learning Semantics-enriched Representation via Self-discovery, Self-classification, and Self-restoration.
    Haghighi F; Hosseinzadeh Taher MR; Zhou Z; Gotway MB; Liang J
    Med Image Comput Comput Assist Interv; 2020 Oct; 12261():137-147. PubMed ID: 35695848
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation.
    Chaitanya K; Erdil E; Karani N; Konukoglu E
    Med Image Anal; 2023 Jul; 87():102792. PubMed ID: 37054649
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Linear semantic transformation for semi-supervised medical image segmentation.
    Chen C; Chen Y; Li X; Ning H; Xiao R
    Comput Biol Med; 2024 May; 173():108331. PubMed ID: 38522252
    [TBL] [Abstract][Full Text] [Related]  

  • 9. POPAR: Patch Order Prediction and Appearance Recovery for Self-supervised Medical Image Analysis.
    Pang J; Haghighi F; Ma D; Islam NU; Taher MRH; Gotway MB; Liang J
    Domain Adapt Represent Transf (2022); 2022 Sep; 13542():77-87. PubMed ID: 36507898
    [TBL] [Abstract][Full Text] [Related]  

  • 10. A modality-collaborative convolution and transformer hybrid network for unpaired multi-modal medical image segmentation with limited annotations.
    Liu H; Zhuang Y; Song E; Xu X; Ma G; Cetinkaya C; Hung CC
    Med Phys; 2023 Sep; 50(9):5460-5478. PubMed ID: 36864700
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Heuristic Attention Representation Learning for Self-Supervised Pretraining.
    Tran VN; Liu SH; Li YH; Wang JC
    Sensors (Basel); 2022 Jul; 22(14):. PubMed ID: 35890847
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences.
    Chen Z; Zhuo W; Wang T; Cheng J; Xue W; Ni D
    IEEE Trans Med Imaging; 2023 Dec; 42(12):3972-3986. PubMed ID: 37756175
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Learning to Segment From Scribbles Using Multi-Scale Adversarial Attention Gates.
    Valvano G; Leo A; Tsaftaris SA
    IEEE Trans Med Imaging; 2021 Aug; 40(8):1990-2001. PubMed ID: 33784616
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Voxel-wise adversarial semi-supervised learning for medical image segmentation.
    Lee CE; Park H; Shin YG; Chung M
    Comput Biol Med; 2022 Nov; 150():106152. PubMed ID: 36208595
    [TBL] [Abstract][Full Text] [Related]  

  • 15. CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging.
    Taher MRH; Haghighi F; Gotway MB; Liang J
    Proc Mach Learn Res; 2022 Jul; 172():535-551. PubMed ID: 36579134
    [TBL] [Abstract][Full Text] [Related]  

  • 16. A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis.
    Hosseinzadeh Taher MR; Haghighi F; Feng R; Gotway MB; Liang J
    Domain Adapt Represent Transf Afford Healthc AI Resour Divers Glob Health (2021); 2021; 12968():3-13. PubMed ID: 35713581
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Adversarial co-training for semantic segmentation over medical images.
    Xie H; Fu C; Zheng X; Zheng Y; Sham CW; Wang X
    Comput Biol Med; 2023 May; 157():106736. PubMed ID: 36958238
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language Recognition.
    Zhao W; Zhou W; Hu H; Wang M; Li H
    IEEE Trans Image Process; 2024 Jun; PP():. PubMed ID: 38917290
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Self-supervised driven consistency training for annotation efficient histopathology image analysis.
    Srinidhi CL; Kim SW; Chen FD; Martel AL
    Med Image Anal; 2022 Jan; 75():102256. PubMed ID: 34717189
    [TBL] [Abstract][Full Text] [Related]  

  • 20. CS-CO: A Hybrid Self-Supervised Visual Representation Learning Method for H&E-stained Histopathological Images.
    Yang P; Yin X; Lu H; Hu Z; Zhang X; Jiang R; Lv H
    Med Image Anal; 2022 Oct; 81():102539. PubMed ID: 35926337
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 8.