BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

191 related articles for article (PubMed ID: 34705654)

  • 1. A Multiview Clustering Method With Low-Rank and Sparsity Constraints for Cancer Subtyping.
    Zhanpeng H; Jiekang W
    IEEE/ACM Trans Comput Biol Bioinform; 2022; 19(6):3213-3223. PubMed ID: 34705654
    [TBL] [Abstract][Full Text] [Related]  

  • 2. MODEC: an unsupervised clustering method integrating omics data for identifying cancer subtypes.
    Zhang Y; Kiryu H
    Brief Bioinform; 2022 Nov; 23(6):. PubMed ID: 36094092
    [TBL] [Abstract][Full Text] [Related]  

  • 3. Autoencoder-assisted latent representation learning for survival prediction and multi-view clustering on multi-omics cancer subtyping.
    Zhu S; Wang W; Fang W; Cui M
    Math Biosci Eng; 2023 Nov; 20(12):21098-21119. PubMed ID: 38124589
    [TBL] [Abstract][Full Text] [Related]  

  • 4. Multi-omics clustering for cancer subtyping based on latent subspace learning.
    Ye X; Shang Y; Shi T; Zhang W; Sakurai T
    Comput Biol Med; 2023 Sep; 164():107223. PubMed ID: 37490833
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Subtype-DCC: decoupled contrastive clustering method for cancer subtype identification based on multi-omics data.
    Zhao J; Zhao B; Song X; Lyu C; Chen W; Xiong Y; Wei DQ
    Brief Bioinform; 2023 Mar; 24(2):. PubMed ID: 36702755
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Multi-view spectral clustering with latent representation learning for applications on multi-omics cancer subtyping.
    Ge S; Liu J; Cheng Y; Meng X; Wang X
    Brief Bioinform; 2023 Jan; 24(1):. PubMed ID: 36445207
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Multi-omics integration with weighted affinity and self-diffusion applied for cancer subtypes identification.
    Duan X; Ding X; Zhao Z
    J Transl Med; 2024 Jan; 22(1):79. PubMed ID: 38243340
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Randomized singular value decomposition for integrative subtype analysis of 'omics data' using non-negative matrix factorization.
    Ni Y; He J; Chalise P
    Stat Appl Genet Mol Biol; 2023 Jan; 22(1):. PubMed ID: 37937887
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Deep structure integrative representation of multi-omics data for cancer subtyping.
    Yang B; Yang Y; Su X
    Bioinformatics; 2022 Jun; 38(13):3337-3342. PubMed ID: 35639657
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Convex Multi-View Clustering Via Robust Low Rank Approximation With Application to Multi-Omic Data.
    Shetta O; Niranjan M; Dasmahapatra S
    IEEE/ACM Trans Comput Biol Bioinform; 2022; 19(6):3340-3352. PubMed ID: 34705655
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Interactive gene identification for cancer subtyping based on multi-omics clustering.
    Ye X; Shi T; Cui Y; Sakurai T
    Methods; 2023 Mar; 211():61-67. PubMed ID: 36804215
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization.
    Li K; Liu H; Zhang Y; Li K; Fu Y
    IEEE Trans Cybern; 2022 Dec; 52(12):12734-12744. PubMed ID: 34236980
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Fast dimension reduction and integrative clustering of multi-omics data using low-rank approximation: application to cancer molecular classification.
    Wu D; Wang D; Zhang MQ; Gu J
    BMC Genomics; 2015 Dec; 16():1022. PubMed ID: 26626453
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Information-incorporated sparse convex clustering for disease subtyping.
    Zhang X; Liu CT
    Bioinformatics; 2023 Jul; 39(7):. PubMed ID: 37382570
    [TBL] [Abstract][Full Text] [Related]  

  • 15. PIntMF: Penalized Integrative Matrix Factorization method for multi-omics data.
    Pierre-Jean M; Mauger F; Deleuze JF; Le Floch E
    Bioinformatics; 2022 Jan; 38(4):900-907. PubMed ID: 34849583
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Cancer Subtype Recognition Based on Laplacian Rank Constrained Multiview Clustering.
    Ge S; Wang X; Cheng Y; Liu J
    Genes (Basel); 2021 Apr; 12(4):. PubMed ID: 33916856
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Robust correlation estimation and UMAP assisted topological analysis of omics data for disease subtyping.
    Rather AA; Chachoo MA
    Comput Biol Med; 2023 Mar; 155():106640. PubMed ID: 36774889
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Phenomics and Robust Multiomics Data for Cardiovascular Disease Subtyping.
    Maiorino E; Loscalzo J
    Arterioscler Thromb Vasc Biol; 2023 Jul; 43(7):1111-1123. PubMed ID: 37226730
    [TBL] [Abstract][Full Text] [Related]  

  • 19. Deep Subspace Mutual Learning for cancer subtypes prediction.
    Yang B; Xin TT; Pang SM; Wang M; Wang YJ
    Bioinformatics; 2021 Nov; 37(21):3715-3722. PubMed ID: 34478501
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Cancer subtyping with heterogeneous multi-omics data via hierarchical multi-kernel learning.
    Wei Y; Li L; Zhao X; Yang H; Sa J; Cao H; Cui Y
    Brief Bioinform; 2023 Jan; 24(1):. PubMed ID: 36433785
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 10.