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wbc public dataset  (Kaggle Inc)

 
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    Kaggle Inc wbc public dataset
    Wbc Public Dataset, supplied by Kaggle Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/wbc public dataset/product/Kaggle Inc
    Average 90 stars, based on 1 article reviews
    wbc public dataset - by Bioz Stars, 2026-04
    90/100 stars

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    Image Search Results


    Average values for normal adult white blood cell count.

    Journal: Scientific Reports

    Article Title: White blood cells classification using multi-fold pre-processing and optimized CNN model

    doi: 10.1038/s41598-024-52880-0

    Figure Lengend Snippet: Average values for normal adult white blood cell count.

    Article Snippet: The researchers applied the proposed method to the WBC images dataset from Kaggle and accomplished an impressive accuracy score of 98.55%.

    Techniques: Cell Counting

    Summary of the related work.

    Journal: Scientific Reports

    Article Title: White blood cells classification using multi-fold pre-processing and optimized CNN model

    doi: 10.1038/s41598-024-52880-0

    Figure Lengend Snippet: Summary of the related work.

    Article Snippet: The researchers applied the proposed method to the WBC images dataset from Kaggle and accomplished an impressive accuracy score of 98.55%.

    Techniques:

    Summary of literature review.

    Journal: Healthcare

    Article Title: White Blood Cell Classification Using Texture and RGB Features of Oversampled Microscopic Images

    doi: 10.3390/healthcare10112230

    Figure Lengend Snippet: Summary of literature review.

    Article Snippet: [ ] , 2022 , CNN model , WBC types classification, Model achieved 98.55% accuracy score. , WBC Kaggle dataset [ ]. .

    Techniques:

    Tri-classification results of images from WBCs dataset.

    Journal: PLoS ONE

    Article Title: WBC-AMNet: Automatic classification of WBC images using deep feature fusion network based on focalized attention mechanism

    doi: 10.1371/journal.pone.0261848

    Figure Lengend Snippet: Tri-classification results of images from WBCs dataset.

    Article Snippet: Another public WBC images dataset (WBCs dataset) from the Kaggle repository incorporates 4358 raw WBC images segmented in single cells, which eliminates the interference of complex background.

    Techniques:

    Quad-classification results of images from WBCs dataset.

    Journal: PLoS ONE

    Article Title: WBC-AMNet: Automatic classification of WBC images using deep feature fusion network based on focalized attention mechanism

    doi: 10.1371/journal.pone.0261848

    Figure Lengend Snippet: Quad-classification results of images from WBCs dataset.

    Article Snippet: Another public WBC images dataset (WBCs dataset) from the Kaggle repository incorporates 4358 raw WBC images segmented in single cells, which eliminates the interference of complex background.

    Techniques: