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2d u-net  (Horng Gee Co Ltd)

 
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    Horng Gee Co Ltd 2d u-net
    Summary of papers on deep learning spine segmentation
    2d U Net, supplied by Horng Gee Co Ltd, 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/product/2d+u-net/2d+u+net/pmc09131328-52-10-0
    Average 90 stars, based on 1 article reviews
    2d u-net - by Bioz Stars, 2026-09
    90/100 stars

    Images

    1) Product Images from "Current development and prospects of deep learning in spine image analysis: a literature review"

    Article Title: Current development and prospects of deep learning in spine image analysis: a literature review

    Journal: Quantitative Imaging in Medicine and Surgery

    doi: 10.21037/qims-21-939

    Summary of papers on deep learning spine segmentation
    Figure Legend Snippet: Summary of papers on deep learning spine segmentation

    Techniques Used:

    Overview of papers using deep learning in the application of spinal diagnosis
    Figure Legend Snippet: Overview of papers using deep learning in the application of spinal diagnosis

    Techniques Used:

    Related Articles

    other:

    Article Title: Current development and prospects of deep learning in spine image analysis: a literature review
    Article Snippet: Horng et al. ( 111 ) (2019) , Scoliosis , 2D U-Net , NA , X-ray , 595 , DC 95.1%±2.7%.



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    Image Search Results


    DSC-based summary of the paper about head and neck

    Journal: BioMedical Engineering OnLine

    Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

    doi: 10.1186/s12938-024-01238-8

    Figure Lengend Snippet: DSC-based summary of the paper about head and neck

    Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

    Techniques: Magnetic Resonance Imaging

    DSC-based summary of the paper about abdomen

    Journal: BioMedical Engineering OnLine

    Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

    doi: 10.1186/s12938-024-01238-8

    Figure Lengend Snippet: DSC-based summary of the paper about abdomen

    Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

    Techniques:

    DSC-based summary of the paper about chest

    Journal: BioMedical Engineering OnLine

    Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

    doi: 10.1186/s12938-024-01238-8

    Figure Lengend Snippet: DSC-based summary of the paper about chest

    Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

    Techniques:

    DSC-based summary of the paper about head and neck-supplementary material

    Journal: BioMedical Engineering OnLine

    Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

    doi: 10.1186/s12938-024-01238-8

    Figure Lengend Snippet: DSC-based summary of the paper about head and neck-supplementary material

    Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

    Techniques: Magnetic Resonance Imaging, Muscles

    DSC-based summary of the paper about abdomen-supplementary material

    Journal: BioMedical Engineering OnLine

    Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

    doi: 10.1186/s12938-024-01238-8

    Figure Lengend Snippet: DSC-based summary of the paper about abdomen-supplementary material

    Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

    Techniques:

    Summary of papers on deep learning spine segmentation

    Journal: Quantitative Imaging in Medicine and Surgery

    Article Title: Current development and prospects of deep learning in spine image analysis: a literature review

    doi: 10.21037/qims-21-939

    Figure Lengend Snippet: Summary of papers on deep learning spine segmentation

    Article Snippet: Horng et al. ( 111 ) (2019) , Scoliosis , 2D U-Net , NA , X-ray , 595 , DC 95.1%±2.7%.

    Techniques:

    Overview of papers using deep learning in the application of spinal diagnosis

    Journal: Quantitative Imaging in Medicine and Surgery

    Article Title: Current development and prospects of deep learning in spine image analysis: a literature review

    doi: 10.21037/qims-21-939

    Figure Lengend Snippet: Overview of papers using deep learning in the application of spinal diagnosis

    Article Snippet: Horng et al. ( 111 ) (2019) , Scoliosis , 2D U-Net , NA , X-ray , 595 , DC 95.1%±2.7%.

    Techniques: