BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

128 related articles for article (PubMed ID: 33345255)

  • 1. Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data.
    Stanitsas P; Cherian A; Morellas V; Tejpaul R; Papanikolopoulos N; Truskinovsky A
    Front Digit Health; 2020 Dec; 2():. PubMed ID: 33345255
    [TBL] [Abstract][Full Text] [Related]  

  • 2. A new optical density granulometry-based descriptor for the classification of prostate histological images using shallow and deep Gaussian processes.
    Esteban ÁE; López-Pérez M; Colomer A; Sales MA; Molina R; Naranjo V
    Comput Methods Programs Biomed; 2019 Sep; 178():303-317. PubMed ID: 31416557
    [TBL] [Abstract][Full Text] [Related]  

  • 3. MaskMitosis: a deep learning framework for fully supervised, weakly supervised, and unsupervised mitosis detection in histopathology images.
    Sebai M; Wang X; Wang T
    Med Biol Eng Comput; 2020 Jul; 58(7):1603-1623. PubMed ID: 32445109
    [TBL] [Abstract][Full Text] [Related]  

  • 4. 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]  

  • 5. 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]  

  • 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. Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Comparative Study with Visual Explanation.
    Boumaraf S; Liu X; Wan Y; Zheng Z; Ferkous C; Ma X; Li Z; Bardou D
    Diagnostics (Basel); 2021 Mar; 11(3):. PubMed ID: 33809611
    [TBL] [Abstract][Full Text] [Related]  

  • 8. UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification.
    Wang X; Tang F; Chen H; Luo L; Tang Z; Ran AR; Cheung CY; Heng PA
    IEEE J Biomed Health Inform; 2020 Dec; 24(12):3431-3442. PubMed ID: 32248132
    [TBL] [Abstract][Full Text] [Related]  

  • 9. Breast Cancer Histopathological Images Recognition Based on Low Dimensional Three-Channel Features.
    Hao Y; Qiao S; Zhang L; Xu T; Bai Y; Hu H; Zhang W; Zhang G
    Front Oncol; 2021; 11():657560. PubMed ID: 34195073
    [TBL] [Abstract][Full Text] [Related]  

  • 10. Breast cancer detection from biopsy images using nucleus guided transfer learning and belief based fusion.
    George K; Faziludeen S; Sankaran P; Joseph K P
    Comput Biol Med; 2020 Sep; 124():103954. PubMed ID: 32777599
    [TBL] [Abstract][Full Text] [Related]  

  • 11. Computer assisted recognition of breast cancer in biopsy images via fusion of nucleus-guided deep convolutional features.
    George K; Sankaran P; K PJ
    Comput Methods Programs Biomed; 2020 Oct; 194():105531. PubMed ID: 32422473
    [TBL] [Abstract][Full Text] [Related]  

  • 12. Deep learning for colon cancer histopathological images analysis.
    Ben Hamida A; Devanne M; Weber J; Truntzer C; Derangère V; Ghiringhelli F; Forestier G; Wemmert C
    Comput Biol Med; 2021 Sep; 136():104730. PubMed ID: 34375901
    [TBL] [Abstract][Full Text] [Related]  

  • 13. Robust phase-based texture descriptor for classification of breast ultrasound images.
    Cai L; Wang X; Wang Y; Guo Y; Yu J; Wang Y
    Biomed Eng Online; 2015 Mar; 14():26. PubMed ID: 25889570
    [TBL] [Abstract][Full Text] [Related]  

  • 14. 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]  

  • 15. DiagSet: a dataset for prostate cancer histopathological image classification.
    Koziarski M; Cyganek B; Niedziela P; Olborski B; Antosz Z; Żydak M; Kwolek B; Wąsowicz P; Bukała A; Swadźba J; Sitkowski P
    Sci Rep; 2024 Mar; 14(1):6780. PubMed ID: 38514661
    [TBL] [Abstract][Full Text] [Related]  

  • 16. MF-OMKT: Model fusion based on online mutual knowledge transfer for breast cancer histopathological image classification.
    Li G; Li C; Wu G; Xu G; Zhou Y; Zhang H
    Artif Intell Med; 2022 Dec; 134():102433. PubMed ID: 36462897
    [TBL] [Abstract][Full Text] [Related]  

  • 17. Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images.
    Mercan C; Aksoy S; Mercan E; Shapiro LG; Weaver DL; Elmore JG
    IEEE Trans Med Imaging; 2018 Jan; 37(1):316-325. PubMed ID: 28981408
    [TBL] [Abstract][Full Text] [Related]  

  • 18. BCHisto-Net: Breast histopathological image classification by global and local feature aggregation.
    R R; Prasad K; Udupa CBK
    Artif Intell Med; 2021 Nov; 121():102191. PubMed ID: 34763806
    [TBL] [Abstract][Full Text] [Related]  

  • 19. MuDeRN: Multi-category classification of breast histopathological image using deep residual networks.
    Gandomkar Z; Brennan PC; Mello-Thoms C
    Artif Intell Med; 2018 Jun; 88():14-24. PubMed ID: 29705552
    [TBL] [Abstract][Full Text] [Related]  

  • 20. Texture Descriptors Ensembles Enable Image-Based Classification of Maturation of Human Stem Cell-Derived Retinal Pigmented Epithelium.
    Nanni L; Paci M; dos Santos FL; Skottman H; Juuti-Uusitalo K; Hyttinen J
    PLoS One; 2016; 11(2):e0149399. PubMed ID: 26895509
    [TBL] [Abstract][Full Text] [Related]  

    [Next]    [New Search]
    of 7.