BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

178 related articles for article (PubMed ID: 37216736)

  • 1. E2EFP-MIL: End-to-end and high-generalizability weakly supervised deep convolutional network for lung cancer classification from whole slide image.
    Cao L; Wang J; Zhang Y; Rong Z; Wang M; Wang L; Ji J; Qian Y; Zhang L; Wu H; Song J; Liu Z; Wang W; Li S; Wang P; Xu Z; Zhang J; Zhao L; Wang H; Sun M; Huang X; Yin R; Lu Y; Liu Z; Deng K; Wang G; Qiu M; Li K; Wang J; Hou Y
    Med Image Anal; 2023 Aug; 88():102837. PubMed ID: 37216736
    [TBL] [Abstract][Full Text] [Related]  

  • 2. Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology.
    Ghaffari Laleh N; Muti HS; Loeffler CML; Echle A; Saldanha OL; Mahmood F; Lu MY; Trautwein C; Langer R; Dislich B; Buelow RD; Grabsch HI; Brenner H; Chang-Claude J; Alwers E; Brinker TJ; Khader F; Truhn D; Gaisa NT; Boor P; Hoffmeister M; Schulz V; Kather JN
    Med Image Anal; 2022 Jul; 79():102474. PubMed ID: 35588568
    [TBL] [Abstract][Full Text] [Related]  

  • 3. 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]  

  • 4. 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]  

  • 5. 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]  

  • 6. 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]  

  • 7. Weakly-supervised learning for lung carcinoma classification using deep learning.
    Kanavati F; Toyokawa G; Momosaki S; Rambeau M; Kozuma Y; Shoji F; Yamazaki K; Takeo S; Iizuka O; Tsuneki M
    Sci Rep; 2020 Jun; 10(1):9297. PubMed ID: 32518413
    [TBL] [Abstract][Full Text] [Related]  

  • 8. 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]  

  • 9. Lung cancer subtype classification using histopathological images based on weakly supervised multi-instance learning.
    Zhao L; Xu X; Hou R; Zhao W; Zhong H; Teng H; Han Y; Fu X; Sun J; Zhao J
    Phys Med Biol; 2021 Dec; 66(23):. PubMed ID: 34794136
    [No Abstract]   [Full Text] [Related]  

  • 10. SAMPLER: unsupervised representations for rapid analysis of whole slide tissue images.
    Mukashyaka P; Sheridan TB; Foroughi Pour A; Chuang JH
    EBioMedicine; 2024 Jan; 99():104908. PubMed ID: 38101298
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Weakly supervised learning for classification of lung cytological images using attention-based multiple instance learning.
    Teramoto A; Kiriyama Y; Tsukamoto T; Sakurai E; Michiba A; Imaizumi K; Saito K; Fujita H
    Sci Rep; 2021 Oct; 11(1):20317. PubMed ID: 34645863
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Self-supervised learning-based Multi-Scale feature Fusion Network for survival analysis from whole slide images.
    Li L; Liang Y; Shao M; Lu S; Liao S; Ouyang D
    Comput Biol Med; 2023 Feb; 153():106482. PubMed ID: 36586231
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification.
    Liu P; Ji L; Zhang X; Ye F
    IEEE Trans Med Imaging; 2024 May; 43(5):1841-1852. PubMed ID: 38194395
    [TBL] [Abstract][Full Text] [Related]  

  • 14. Data-efficient and weakly supervised computational pathology on whole-slide images.
    Lu MY; Williamson DFK; Chen TY; Chen RJ; Barbieri M; Mahmood F
    Nat Biomed Eng; 2021 Jun; 5(6):555-570. PubMed ID: 33649564
    [TBL] [Abstract][Full Text] [Related]  

  • 15. 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]  

  • 16. Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning.
    Li B; Li Y; Eliceiri KW
    Conf Comput Vis Pattern Recognit Workshops; 2021 Jun; 2021():14318-14328. PubMed ID: 35047230
    [TBL] [Abstract][Full Text] [Related]  

  • 17. 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]  

  • 18. 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]  

  • 19. Targeting tumor heterogeneity: multiplex-detection-based multiple instance learning for whole slide image classification.
    Wang Z; Bi Y; Pan T; Wang X; Bain C; Bassed R; Imoto S; Yao J; Daly RJ; Song J
    Bioinformatics; 2023 Mar; 39(3):. PubMed ID: 36864612
    [TBL] [Abstract][Full Text] [Related]  

  • 20. A novel end-to-end classifier using domain transferred deep convolutional neural networks for biomedical images.
    Pang S; Yu Z; Orgun MA
    Comput Methods Programs Biomed; 2017 Mar; 140():283-293. PubMed ID: 28254085
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 9.