BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

123 related articles for article (PubMed ID: 35147848)

  • 21. 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]  

  • 22. Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology.
    Tellez D; Litjens G; Bándi P; Bulten W; Bokhorst JM; Ciompi F; van der Laak J
    Med Image Anal; 2019 Dec; 58():101544. PubMed ID: 31466046
    [TBL] [Abstract][Full Text] [Related]  

  • 23. Comparative analysis of instance selection algorithms for instance-based classifiers in the context of medical decision support.
    Mazurowski MA; Malof JM; Tourassi GD
    Phys Med Biol; 2011 Jan; 56(2):473-89. PubMed ID: 21191152
    [TBL] [Abstract][Full Text] [Related]  

  • 24. Constructing ensembles of classifiers by means of weighted instance selection.
    García-Pedrajas N
    IEEE Trans Neural Netw; 2009 Feb; 20(2):258-77. PubMed ID: 19179252
    [TBL] [Abstract][Full Text] [Related]  

  • 25. Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images.
    Graham S; Vu QD; Raza SEA; Azam A; Tsang YW; Kwak JT; Rajpoot N
    Med Image Anal; 2019 Dec; 58():101563. PubMed ID: 31561183
    [TBL] [Abstract][Full Text] [Related]  

  • 26. DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer.
    Schirris Y; Gavves E; Nederlof I; Horlings HM; Teuwen J
    Med Image Anal; 2022 Jul; 79():102464. PubMed ID: 35596966
    [TBL] [Abstract][Full Text] [Related]  

  • 27. Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images.
    Zhang W; Zhang J; Yang S; Wang X; Yang W; Huang J; Wang W; Han X
    IEEE Trans Med Imaging; 2022 Dec; 41(12):3939-3951. PubMed ID: 36037453
    [TBL] [Abstract][Full Text] [Related]  

  • 28. 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]  

  • 29. CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images.
    Mahbod A; Schaefer G; Bancher B; Löw C; Dorffner G; Ecker R; Ellinger I
    Comput Biol Med; 2021 May; 132():104349. PubMed ID: 33774269
    [TBL] [Abstract][Full Text] [Related]  

  • 30. Classification of Histologic Images Using a Single Staining: Experiments with Deep Learning on Deconvolved Images.
    Della Mea V; Pilutti D
    Stud Health Technol Inform; 2020 Jun; 270():1223-1224. PubMed ID: 32570590
    [TBL] [Abstract][Full Text] [Related]  

  • 31. Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images.
    Moranguinho J; Pereira T; Ramos B; Morgado J; Costa JL; Oliveira HP
    Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():2852-2855. PubMed ID: 34891842
    [TBL] [Abstract][Full Text] [Related]  

  • 32. Improving segmentation and classification of renal tumors in small sample 3D CT images using transfer learning with convolutional neural networks.
    Zhu XL; Shen HB; Sun H; Duan LX; Xu YY
    Int J Comput Assist Radiol Surg; 2022 Jul; 17(7):1303-1311. PubMed ID: 35290645
    [TBL] [Abstract][Full Text] [Related]  

  • 33. Instance Selection-Based Surrogate-Assisted Genetic Programming for Feature Learning in Image Classification.
    Bi Y; Xue B; Zhang M
    IEEE Trans Cybern; 2023 Feb; 53(2):1118-1132. PubMed ID: 34464287
    [TBL] [Abstract][Full Text] [Related]  

  • 34. 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]  

  • 35. Convolutional Neural Network Based Breast Cancer Histopathology Image Classification.
    Yamlome P; Akwaboah AD; Marz A; Deo M
    Annu Int Conf IEEE Eng Med Biol Soc; 2020 Jul; 2020():1144-1147. PubMed ID: 33018189
    [TBL] [Abstract][Full Text] [Related]  

  • 36. A computer-aided diagnosis system for differentiation and delineation of malignant regions on whole-slide prostate histopathology image using spatial statistics and multidimensional DenseNet.
    Chen CM; Huang YS; Fang PW; Liang CW; Chang RF
    Med Phys; 2020 Mar; 47(3):1021-1033. PubMed ID: 31834623
    [TBL] [Abstract][Full Text] [Related]  

  • 37. Robust hierarchical density estimation and regression for re-stained histological whole slide image co-registration.
    Jiang J; Larson NB; Prodduturi N; Flotte TJ; Hart SN
    PLoS One; 2019; 14(7):e0220074. PubMed ID: 31339943
    [TBL] [Abstract][Full Text] [Related]  

  • 38. Machine learning for evolutive lymphoma and residual masses recognition in whole body diffusion weighted magnetic resonance images.
    Ferjaoui R; Cherni MA; Boujnah S; Kraiem NEH; Kraiem T
    Comput Methods Programs Biomed; 2021 Sep; 209():106320. PubMed ID: 34390938
    [TBL] [Abstract][Full Text] [Related]  

  • 39. Detection of malignant melanoma in H&E-stained images using deep learning techniques.
    Alheejawi S; Berendt R; Jha N; Maity SP; Mandal M
    Tissue Cell; 2021 Dec; 73():101659. PubMed ID: 34634635
    [TBL] [Abstract][Full Text] [Related]  

  • 40. 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]  

    [Previous]   [Next]    [New Search]
    of 7.