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machine learning segmentation tool  (Oxford Instruments)


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    Structured Review

    Oxford Instruments machine learning segmentation tool
    Machine Learning Segmentation Tool, supplied by Oxford Instruments, used in various techniques. Bioz Stars score: 99/100, based on 44474 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/machine+learning+tool/Imaris/bio_rxiv__64898__2026__03__27__714751-86-13-17
    Average 99 stars, based on 44474 article reviews
    machine learning segmentation tool - by Bioz Stars, 2026-11
    99/100 stars

    Images

    Related Articles

    Imaging:

    Article Title: Validation of optical coherence tomography as a tool to identify differentiation key drivers in 3D in vitro conjunctival models
    Article Snippet: .. We used OCT imaging to analyze 3D conjunctiva models with respect to goblet cell number, keratinization, and epithelial thickness via OCT. Quantification of these parameters was achieved using the machine-learning-tool of the IMARIS software, providing a new approach of non-invasively evaluating 3D in vitro models on a qualitative and quantitative level. ..

    In Vitro:

    Article Title: Validation of optical coherence tomography as a tool to identify differentiation key drivers in 3D in vitro conjunctival models
    Article Snippet: .. We used OCT imaging to analyze 3D conjunctiva models with respect to goblet cell number, keratinization, and epithelial thickness via OCT. Quantification of these parameters was achieved using the machine-learning-tool of the IMARIS software, providing a new approach of non-invasively evaluating 3D in vitro models on a qualitative and quantitative level. ..

    other:

    Article Title: Skin-iDISCO + : An optimized tissue-clearing and labeling protocol for morphometric analysis of human cutaneous vasculature
    Article Snippet: Optional: You can tick the “Classify structure” to utilize the machine learning tool in Imaris for classifying you further reconstructions.

    Article Title: Skin-iDISCO + : An optimized tissue-clearing and labeling protocol for morphometric analysis of human cutaneous vasculature.
    Article Snippet: Pechtimaldjian et al., STAR Protocols 6, 103524 March 21, 2025 a 2024 The Tissue clearing enables deep imaging of long biological structures using light microscopy approaches.. Protocols such as iDISCO are not currently available for human skin.. Here, we present Skin-iDISCO, a tissue-clearing and labeling protocol for morphometric analysis of human cutaneous vasculature.



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