FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3191750676> ?p ?o ?g. }

• W3191750676 endingPage "5644" @default.
• W3191750676 startingPage "5644" @default.
• W3191750676 abstract "Recent research on whole slide imaging (WSI) has greatly promoted the development of digital pathology. However, accurate autofocusing is still the main challenge for WSI acquisition and automated digital microscope. To address this problem, this paper describes a low cost WSI system and proposes a fast, robust autofocusing method based on deep learning. We use a programmable LED array for sample illumination. Before the brightfield image acquisition, we turn on a red and a green LED, and capture a color-multiplexed image, which is fed into a neural network for defocus distance estimation. After the focus tracking process, we employ a low-cost DIY adaptor to digitally adjust the photographic lens instead of the mechanical stage to perform axial position adjustment, and acquire the in-focus image under brightfield illumination. To ensure the calculation speed and image quality, we build a network model based on a 'light weight' backbone network architecture-MobileNetV3. Since the color-multiplexed coherent illuminated images contain abundant information about the defocus orientation, the proposed method enables high performance of autofocusing. Experimental results show that the proposed method can accurately predict the defocus distance of various types of samples and has good generalization ability for new types of samples. In the case of using GPU, the processing time for autofocusing is less than 0.1 second for each field of view, indicating that our method can further speed up the acquisition of whole slide images." @default.
• W3191750676 created "2021-08-16" @default.
• W3191750676 creator A5004537379 @default.
• W3191750676 creator A5024401174 @default.
• W3191750676 creator A5037424940 @default.
• W3191750676 creator A5041458249 @default.
• W3191750676 creator A5058675120 @default.
• W3191750676 creator A5064495133 @default.
• W3191750676 creator A5065677097 @default.
• W3191750676 creator A5078972166 @default.
• W3191750676 creator A5085867312 @default.
• W3191750676 creator A5086306276 @default.
• W3191750676 date "2021-08-16" @default.
• W3191750676 modified "2023-10-17" @default.
• W3191750676 title "Low-cost whole slide imaging system with single-shot autofocusing based on color-multiplexed illumination and deep learning" @default.
• W3191750676 cites W1969045037 @default.
• W3191750676 cites W2023597557 @default.
• W3191750676 cites W2038134596 @default.
• W3191750676 cites W2050202882 @default.
• W3191750676 cites W2335424538 @default.
• W3191750676 cites W2539998373 @default.
• W3191750676 cites W2760619301 @default.
• W3191750676 cites W2790594255 @default.
• W3191750676 cites W2811157642 @default.
• W3191750676 cites W2948499658 @default.
• W3191750676 cites W2994654852 @default.
• W3191750676 cites W2995325438 @default.
• W3191750676 cites W3081224493 @default.
• W3191750676 cites W3099844944 @default.
• W3191750676 cites W3101198498 @default.
• W3191750676 cites W3105158212 @default.
• W3191750676 cites W3126071990 @default.
• W3191750676 doi "https://doi.org/10.1364/boe.428655" @default.
• W3191750676 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8515991" @default.
• W3191750676 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34692206" @default.
• W3191750676 hasPublicationYear "2021" @default.
• W3191750676 type Work @default.
• W3191750676 sameAs 3191750676 @default.
• W3191750676 citedByCount "2" @default.
• W3191750676 countsByYear W31917506762022 @default.
• W3191750676 countsByYear W31917506762023 @default.
• W3191750676 crossrefType "journal-article" @default.
• W3191750676 hasAuthorship W3191750676A5004537379 @default.
• W3191750676 hasAuthorship W3191750676A5024401174 @default.
• W3191750676 hasAuthorship W3191750676A5037424940 @default.
• W3191750676 hasAuthorship W3191750676A5041458249 @default.
• W3191750676 hasAuthorship W3191750676A5058675120 @default.
• W3191750676 hasAuthorship W3191750676A5064495133 @default.
• W3191750676 hasAuthorship W3191750676A5065677097 @default.
• W3191750676 hasAuthorship W3191750676A5078972166 @default.
• W3191750676 hasAuthorship W3191750676A5085867312 @default.
• W3191750676 hasAuthorship W3191750676A5086306276 @default.
• W3191750676 hasBestOaLocation W31917506761 @default.
• W3191750676 hasConcept C103764139 @default.
• W3191750676 hasConcept C112416745 @default.
• W3191750676 hasConcept C115961682 @default.
• W3191750676 hasConcept C120665830 @default.
• W3191750676 hasConcept C121332964 @default.
• W3191750676 hasConcept C154945302 @default.
• W3191750676 hasConcept C183072630 @default.
• W3191750676 hasConcept C185592680 @default.
• W3191750676 hasConcept C192209626 @default.
• W3191750676 hasConcept C19275194 @default.
• W3191750676 hasConcept C198531522 @default.
• W3191750676 hasConcept C31972630 @default.
• W3191750676 hasConcept C41008148 @default.
• W3191750676 hasConcept C42781572 @default.
• W3191750676 hasConcept C43617362 @default.
• W3191750676 hasConcept C76155785 @default.
• W3191750676 hasConcept C9417928 @default.
• W3191750676 hasConceptScore W3191750676C103764139 @default.
• W3191750676 hasConceptScore W3191750676C112416745 @default.
• W3191750676 hasConceptScore W3191750676C115961682 @default.
• W3191750676 hasConceptScore W3191750676C120665830 @default.
• W3191750676 hasConceptScore W3191750676C121332964 @default.
• W3191750676 hasConceptScore W3191750676C154945302 @default.
• W3191750676 hasConceptScore W3191750676C183072630 @default.
• W3191750676 hasConceptScore W3191750676C185592680 @default.
• W3191750676 hasConceptScore W3191750676C192209626 @default.
• W3191750676 hasConceptScore W3191750676C19275194 @default.
• W3191750676 hasConceptScore W3191750676C198531522 @default.
• W3191750676 hasConceptScore W3191750676C31972630 @default.
• W3191750676 hasConceptScore W3191750676C41008148 @default.
• W3191750676 hasConceptScore W3191750676C42781572 @default.
• W3191750676 hasConceptScore W3191750676C43617362 @default.
• W3191750676 hasConceptScore W3191750676C76155785 @default.
• W3191750676 hasConceptScore W3191750676C9417928 @default.
• W3191750676 hasFunder F4320321001 @default.
• W3191750676 hasFunder F4320335966 @default.
• W3191750676 hasFunder F4320336642 @default.
• W3191750676 hasIssue "9" @default.
• W3191750676 hasLocation W31917506761 @default.
• W3191750676 hasLocation W31917506762 @default.
• W3191750676 hasLocation W31917506763 @default.
• W3191750676 hasOpenAccess W3191750676 @default.
• W3191750676 hasPrimaryLocation W31917506761 @default.
• W3191750676 hasRelatedWork W1511650216 @default.
• W3191750676 hasRelatedWork W2004643608 @default.

• next