BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

335 related articles for article (PubMed ID: 37567046)

  • 1. Learning how to detect: A deep reinforcement learning method for whole-slide melanoma histopathology images.
    Zheng T; Chen W; Li S; Quan H; Zou M; Zheng S; Zhao Y; Gao X; Cui X
    Comput Med Imaging Graph; 2023 Sep; 108():102275. PubMed ID: 37567046
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Multi-scale representation attention based deep multiple instance learning for gigapixel whole slide image analysis.
    Xiang H; Shen J; Yan Q; Xu M; Shi X; Zhu X
    Med Image Anal; 2023 Oct; 89():102890. PubMed ID: 37467642
    [TBL] [Abstract][Full Text] [Related]  

  • 3. MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification.
    Zhu Z; Yu L; Wu W; Yu R; Zhang D; Wang L
    IEEE Trans Med Imaging; 2023 May; 42(5):1337-1348. PubMed ID: 37015475
    [TBL] [Abstract][Full Text] [Related]  

  • 4. LESS: Label-efficient multi-scale learning for cytological whole slide image screening.
    Zhao B; Deng W; Li ZHH; Zhou C; Gao Z; Wang G; Li X
    Med Image Anal; 2024 May; 94():103109. PubMed ID: 38387243
    [TBL] [Abstract][Full Text] [Related]  

  • 5. Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification.
    Marini N; Otálora S; Müller H; Atzori M
    Med Image Anal; 2021 Oct; 73():102165. PubMed ID: 34303169
    [TBL] [Abstract][Full Text] [Related]  

  • 6. Weakly Supervised Deep Learning for Whole Slide Lung Cancer Image Analysis.
    Wang X; Chen H; Gan C; Lin H; Dou Q; Tsougenis E; Huang Q; Cai M; Heng PA
    IEEE Trans Cybern; 2020 Sep; 50(9):3950-3962. PubMed ID: 31484154
    [TBL] [Abstract][Full Text] [Related]  

  • 7. Masked autoencoders with handcrafted feature predictions: Transformer for weakly supervised esophageal cancer classification.
    Bai Y; Li W; An J; Xia L; Chen H; Zhao G; Gao Z
    Comput Methods Programs Biomed; 2024 Feb; 244():107936. PubMed ID: 38016392
    [TBL] [Abstract][Full Text] [Related]  

  • 8. Combining weakly and strongly supervised learning improves strong supervision in Gleason pattern classification.
    Otálora S; Marini N; Müller H; Atzori M
    BMC Med Imaging; 2021 May; 21(1):77. PubMed ID: 33964886
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Recognizing basal cell carcinoma on smartphone-captured digital histopathology images with a deep neural network.
    Jiang YQ; Xiong JH; Li HY; Yang XH; Yu WT; Gao M; Zhao X; Ma YP; Zhang W; Guan YF; Gu H; Sun JF
    Br J Dermatol; 2020 Mar; 182(3):754-762. PubMed ID: 31017653
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Iterative multiple instance learning for weakly annotated whole slide image classification.
    Zhou Y; Che S; Lu F; Liu S; Yan Z; Wei J; Li Y; Ding X; Lu Y
    Phys Med Biol; 2023 Jul; 68(15):. PubMed ID: 37311470
    [No Abstract]   [Full Text] [Related]  

  • 11. Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis.
    Yan J; Chen H; Li X; Yao J
    Comput Med Imaging Graph; 2022 Apr; 97():102053. PubMed ID: 35306442
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images.
    Su Z; Rezapour M; Sajjad U; Gurcan MN; Niazi MKK
    Comput Biol Med; 2023 Dec; 167():107607. PubMed ID: 37890421
    [TBL] [Abstract][Full Text] [Related]  

  • 13. RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval.
    Wang X; Du Y; Yang S; Zhang J; Wang M; Zhang J; Yang W; Huang J; Han X
    Med Image Anal; 2023 Jan; 83():102645. PubMed ID: 36270093
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Masked hypergraph learning for weakly supervised histopathology whole slide image classification.
    Shi J; Shu T; Wu K; Jiang Z; Zheng L; Wang W; Wu H; Zheng Y
    Comput Methods Programs Biomed; 2024 May; 253():108237. PubMed ID: 38820715
    [TBL] [Abstract][Full Text] [Related]  

  • 15. Deep learning-based framework for slide-based histopathological image analysis.
    Kosaraju S; Park J; Lee H; Yang JW; Kang M
    Sci Rep; 2022 Nov; 12(1):19075. PubMed ID: 36351997
    [TBL] [Abstract][Full Text] [Related]  

  • 16. Second-order multi-instance learning model for whole slide image classification.
    Wang Q; Zou Y; Zhang J; Liu B
    Phys Med Biol; 2021 Jul; 66(14):. PubMed ID: 34181583
    [TBL] [Abstract][Full Text] [Related]  

  • 17. An end-to-end breast tumour classification model using context-based patch modelling - A BiLSTM approach for image classification.
    Tripathi S; Singh SK; Lee HK
    Comput Med Imaging Graph; 2021 Jan; 87():101838. PubMed ID: 33340945
    [TBL] [Abstract][Full Text] [Related]  

  • 18. Overcoming the limitations of patch-based learning to detect cancer in whole slide images.
    Ciga O; Xu T; Nofech-Mozes S; Noy S; Lu FI; Martel AL
    Sci Rep; 2021 Apr; 11(1):8894. PubMed ID: 33903725
    [TBL] [Abstract][Full Text] [Related]  

  • 19. DEPICTER: Deep representation clustering for histology annotation.
    Chelebian E; Avenel C; Ciompi F; Wählby C
    Comput Biol Med; 2024 Mar; 170():108026. PubMed ID: 38308865
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Weakly supervised histopathology image segmentation with self-attention.
    Li K; Qian Z; Han Y; Chang EI; Wei B; Lai M; Liao J; Fan Y; Xu Y
    Med Image Anal; 2023 May; 86():102791. PubMed ID: 36933385
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 17.