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Automated medical image segmentation techniques

    https://pubmed.ncbi.nlm.nih.gov/20177565/
    Accurate segmentation of medical images is a key step in contouring during radiotherapy planning. Computed topography (CT) and Magnetic resonance (MR) imaging are the most widely used radiographic techniques in diagnosis, clinical studies and treatment …

Deep learning for the fully automated segmentation of …

    https://www.nature.com/articles/s41598-021-82289-y
    To develop a deep-learning approach for the fully automated segmentation of the inner ear in MRI, a 3D U-net was trained on 944 MRI scans with manually …

Current Methods in Medical Image Segmentation

    https://www.annualreviews.org/doi/full/10.1146/annurev.bioeng.2.1.315
    Abstract Image segmentation plays a crucial role in many medical-imaging applications, by automating or facilitating the delineation of anatomical structures and other regions of …

Nextmed: Automatic Imaging Segmentation, …

    https://www.mdpi.com/1424-8220/20/10/2962
    Using new technologies, such as computer vision and artificial intelligence for segmentation …

(PDF) Automated medical image …

    https://www.researchgate.net/publication/41532834_Automated_medical_image_segmentation_techniques
    Accurate segmentation of medical images is a key step in contouring during radiotherapy planning. …

Automated medical image segmentation techniques

    https://www.semanticscholar.org/paper/Automated-medical-image-segmentation-techniques-Sharma-Aggarwal/709219b455be088a9cf90cd97cd2a75fe415b563
    Accurate segmentation of medical images is a key step in contouring during radiotherapy planning. Computed topography (CT) and Magnetic resonance (MR) imaging are the …

Automated medical image segmentation techniques – …

    https://doaj.org/article/59a21309d7b54fb3a048226db1ae8df6
    Accurate segmentation of medical images is a key step in contouring during radiotherapy planning. Computed topography (CT) and Magnetic resonance (MR) imaging are the …

Comparison of automated segmentation techniques for …

    https://bmcmedimaging.biomedcentral.com/articles/10.1186/s12880-023-00974-y
    Segmenting anatomical regions of interest (ROIs) such as organs and lesions in medical images is a standard procedure in many medical workflows. In radiotherapy, …

Advances in Auto-Segmentation - PubMed

    https://pubmed.ncbi.nlm.nih.gov/31027636/
    Automatic segmentation (or auto-segmentation) of targets and normal tissues is, therefore, preferable as it would address these challenges. Previously, auto …

Medical Image Segmentation - an overview

    https://www.sciencedirect.com/topics/engineering/medical-image-segmentation
    Medical image segmentation methods are often derived from the state-of-the-art techniques of image segmentation (Elnakib et al., 2011; Dey and Ashour, 2018; Hore et al., 2016; …



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