FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385340330> ?p ?o ?g. }

• W4385340330 abstract "Abstract Three-dimensional information is crucial to our understanding of biological phenomena. The vast majority of biological microscopy specimens are inherently three-dimensional. However, conventional light microscopy is largely geared towards 2D images, while 3D microscopy and image reconstruction remain feasible only with specialised equipment and techniques. Inspired by the working principles of one such technique—confocal microscopy, we propose a novel approach to 3D widefield microscopy reconstruction through semantic segmentation of in-focus and out-of-focus pixels. For this, we explore a number of rule-based algorithms commonly used for software-based autofocusing and apply them to a dataset of widefield focal stacks. We propose a computation scheme allowing the calculation of lateral focus score maps of the slices of each stack using these algorithms. Furthermore, we identify algorithms preferable for obtaining such maps. Finally, to ensure the practicality of our approach, we propose a surrogate model based on a deep neural network, capable of segmenting in-focus pixels from the out-of-focus background in a fast and reliable fashion. The deep-neural-network-based approach allows a major speedup for data processing making it usable for online data processing." @default.
• W4385340330 created "2023-07-29" @default.
• W4385340330 creator A5030425945 @default.
• W4385340330 creator A5039296218 @default.
• W4385340330 creator A5081675173 @default.
• W4385340330 date "2023-07-28" @default.
• W4385340330 modified "2023-10-03" @default.
• W4385340330 title "A weak-labelling and deep learning approach for in-focus object segmentation in 3D widefield microscopy" @default.
• W4385340330 cites W1560868004 @default.
• W4385340330 cites W1582726158 @default.
• W4385340330 cites W1884191083 @default.
• W4385340330 cites W1901129140 @default.
• W4385340330 cites W1988809254 @default.
• W4385340330 cites W2002832520 @default.
• W4385340330 cites W2005909996 @default.
• W4385340330 cites W2007029054 @default.
• W4385340330 cites W2015029243 @default.
• W4385340330 cites W2023597557 @default.
• W4385340330 cites W2030224529 @default.
• W4385340330 cites W2033474014 @default.
• W4385340330 cites W2041027688 @default.
• W4385340330 cites W2067469524 @default.
• W4385340330 cites W2075071462 @default.
• W4385340330 cites W2081760847 @default.
• W4385340330 cites W2092663246 @default.
• W4385340330 cites W2116988482 @default.
• W4385340330 cites W2121011070 @default.
• W4385340330 cites W2123017004 @default.
• W4385340330 cites W2133059825 @default.
• W4385340330 cites W2152637787 @default.
• W4385340330 cites W2155395565 @default.
• W4385340330 cites W2159749540 @default.
• W4385340330 cites W2166774562 @default.
• W4385340330 cites W2601025444 @default.
• W4385340330 cites W2601810315 @default.
• W4385340330 cites W2769041395 @default.
• W4385340330 cites W2897492435 @default.
• W4385340330 cites W2948499658 @default.
• W4385340330 cites W2948636975 @default.
• W4385340330 cites W2953353094 @default.
• W4385340330 cites W2979427035 @default.
• W4385340330 cites W2982470081 @default.
• W4385340330 cites W3030751770 @default.
• W4385340330 cites W3084232164 @default.
• W4385340330 cites W3086379246 @default.
• W4385340330 cites W3100296314 @default.
• W4385340330 cites W7746136 @default.
• W4385340330 doi "https://doi.org/10.1038/s41598-023-38490-2" @default.
• W4385340330 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37507452" @default.
• W4385340330 hasPublicationYear "2023" @default.
• W4385340330 type Work @default.
• W4385340330 citedByCount "0" @default.
• W4385340330 crossrefType "journal-article" @default.
• W4385340330 hasAuthorship W4385340330A5030425945 @default.
• W4385340330 hasAuthorship W4385340330A5039296218 @default.
• W4385340330 hasAuthorship W4385340330A5081675173 @default.
• W4385340330 hasBestOaLocation W43853403301 @default.
• W4385340330 hasConcept C108583219 @default.
• W4385340330 hasConcept C120665830 @default.
• W4385340330 hasConcept C121332964 @default.
• W4385340330 hasConcept C136764020 @default.
• W4385340330 hasConcept C147080431 @default.
• W4385340330 hasConcept C153180895 @default.
• W4385340330 hasConcept C154945302 @default.
• W4385340330 hasConcept C160633673 @default.
• W4385340330 hasConcept C192209626 @default.
• W4385340330 hasConcept C2780615836 @default.
• W4385340330 hasConcept C31972630 @default.
• W4385340330 hasConcept C41008148 @default.
• W4385340330 hasConcept C50644808 @default.
• W4385340330 hasConcept C89600930 @default.
• W4385340330 hasConceptScore W4385340330C108583219 @default.
• W4385340330 hasConceptScore W4385340330C120665830 @default.
• W4385340330 hasConceptScore W4385340330C121332964 @default.
• W4385340330 hasConceptScore W4385340330C136764020 @default.
• W4385340330 hasConceptScore W4385340330C147080431 @default.
• W4385340330 hasConceptScore W4385340330C153180895 @default.
• W4385340330 hasConceptScore W4385340330C154945302 @default.
• W4385340330 hasConceptScore W4385340330C160633673 @default.
• W4385340330 hasConceptScore W4385340330C192209626 @default.
• W4385340330 hasConceptScore W4385340330C2780615836 @default.
• W4385340330 hasConceptScore W4385340330C31972630 @default.
• W4385340330 hasConceptScore W4385340330C41008148 @default.
• W4385340330 hasConceptScore W4385340330C50644808 @default.
• W4385340330 hasConceptScore W4385340330C89600930 @default.
• W4385340330 hasFunder F4320320876 @default.
• W4385340330 hasFunder F4320320879 @default.
• W4385340330 hasFunder F4320328631 @default.
• W4385340330 hasFunder F4320328735 @default.
• W4385340330 hasIssue "1" @default.
• W4385340330 hasLocation W43853403301 @default.
• W4385340330 hasLocation W43853403302 @default.
• W4385340330 hasLocation W43853403303 @default.
• W4385340330 hasLocation W43853403304 @default.
• W4385340330 hasLocation W43853403305 @default.
• W4385340330 hasLocation W43853403306 @default.
• W4385340330 hasOpenAccess W4385340330 @default.
• W4385340330 hasPrimaryLocation W43853403301 @default.
• W4385340330 hasRelatedWork W121273120 @default.
• W4385340330 hasRelatedWork W1669643531 @default.

• next