FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387340254> ?p ?o ?g. }

• W4387340254 endingPage "106829" @default.
• W4387340254 startingPage "106829" @default.
• W4387340254 abstract "Quantification of bacterial colonies on an agar plate is a daily routine for a microbiologist to determine the number of viable microorganisms in the sample. In general, microbiologists perform a visual assessment of bacterial colonies which is time-consuming (takes 2 min per plate), tedious, and subjective. Some automatic counting algorithms are developed that save labour and time, but their results are affected by the non-illumination on an agar plate. To improve this, the present manuscript aims to develop an inexpensive and efficient device to acquire S.aureus images via an automatic counting method using image processing techniques under real laboratory conditions. The proposed method (P_ColonyCount) includes the region of interest extraction and color space transformation followed by filtering, thresholding, morphological operation, distance transform, and watershed technique for the quantification of isolated and overlapping colonies. The present work also shows a comparative study on grayscale, K, and green channels by applying different filter and thresholding techniques on 42 images. The results of all channels were compared with the score provided by the expert (manual count). Out of all the proposed method (P_ColonyCount), the K channel gives the best outcome in comparison with the other two channels (grayscale and green) in terms of precision, recall, and F-measure which are 0.99, 0.99, and 0.99 (2 h), 0.98, 0.99, and 0.98 (4 h), and 0.98, 0.98, 0.98 (6 h) respectively. The execution time of the manual and the proposed method (P_ColonyCount) for 42 images ranges from 19 to 113 s and 15 to 31 s respectively. Apart from this, a user-friendly graphical user interface is also developed for the convenient enumeration of colonies without any expert knowledge/training. The developed imaging device will be useful for researchers and teaching lab settings." @default.
• W4387340254 created "2023-10-05" @default.
• W4387340254 creator A5050132251 @default.
• W4387340254 creator A5052796032 @default.
• W4387340254 creator A5054869326 @default.
• W4387340254 creator A5082303974 @default.
• W4387340254 date "2023-11-01" @default.
• W4387340254 modified "2023-10-11" @default.
• W4387340254 title "An experimental setup and segmentation method for CFU counting on agar plate for the assessment of drinking water" @default.
• W4387340254 cites W1975120628 @default.
• W4387340254 cites W2008255403 @default.
• W4387340254 cites W2017783316 @default.
• W4387340254 cites W2024363851 @default.
• W4387340254 cites W2043797198 @default.
• W4387340254 cites W2051540404 @default.
• W4387340254 cites W2072383593 @default.
• W4387340254 cites W2072916612 @default.
• W4387340254 cites W2107554012 @default.
• W4387340254 cites W2112486587 @default.
• W4387340254 cites W2117149793 @default.
• W4387340254 cites W2267374750 @default.
• W4387340254 cites W2467496703 @default.
• W4387340254 cites W2529579810 @default.
• W4387340254 cites W2558410866 @default.
• W4387340254 cites W2737825371 @default.
• W4387340254 cites W2750411429 @default.
• W4387340254 cites W2754701940 @default.
• W4387340254 cites W2766068077 @default.
• W4387340254 cites W2793704088 @default.
• W4387340254 cites W2892344524 @default.
• W4387340254 cites W2898787646 @default.
• W4387340254 cites W2921840376 @default.
• W4387340254 cites W2988481782 @default.
• W4387340254 cites W3037649887 @default.
• W4387340254 cites W3089641580 @default.
• W4387340254 cites W3138244007 @default.
• W4387340254 cites W3175907165 @default.
• W4387340254 cites W3197262630 @default.
• W4387340254 cites W3204313870 @default.
• W4387340254 cites W3205036788 @default.
• W4387340254 cites W3206398563 @default.
• W4387340254 cites W3216658597 @default.
• W4387340254 cites W4281614349 @default.
• W4387340254 cites W4283328633 @default.
• W4387340254 cites W4291366117 @default.
• W4387340254 cites W4308567038 @default.
• W4387340254 cites W4376453262 @default.
• W4387340254 cites W826816168 @default.
• W4387340254 doi "https://doi.org/10.1016/j.mimet.2023.106829" @default.
• W4387340254 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37797659" @default.
• W4387340254 hasPublicationYear "2023" @default.
• W4387340254 type Work @default.
• W4387340254 citedByCount "0" @default.
• W4387340254 crossrefType "journal-article" @default.
• W4387340254 hasAuthorship W4387340254A5050132251 @default.
• W4387340254 hasAuthorship W4387340254A5052796032 @default.
• W4387340254 hasAuthorship W4387340254A5054869326 @default.
• W4387340254 hasAuthorship W4387340254A5082303974 @default.
• W4387340254 hasConcept C115961682 @default.
• W4387340254 hasConcept C153180895 @default.
• W4387340254 hasConcept C154945302 @default.
• W4387340254 hasConcept C191178318 @default.
• W4387340254 hasConcept C31972630 @default.
• W4387340254 hasConcept C33923547 @default.
• W4387340254 hasConcept C41008148 @default.
• W4387340254 hasConcept C55352655 @default.
• W4387340254 hasConcept C78201319 @default.
• W4387340254 hasConcept C89600930 @default.
• W4387340254 hasConcept C9417928 @default.
• W4387340254 hasConceptScore W4387340254C115961682 @default.
• W4387340254 hasConceptScore W4387340254C153180895 @default.
• W4387340254 hasConceptScore W4387340254C154945302 @default.
• W4387340254 hasConceptScore W4387340254C191178318 @default.
• W4387340254 hasConceptScore W4387340254C31972630 @default.
• W4387340254 hasConceptScore W4387340254C33923547 @default.
• W4387340254 hasConceptScore W4387340254C41008148 @default.
• W4387340254 hasConceptScore W4387340254C55352655 @default.
• W4387340254 hasConceptScore W4387340254C78201319 @default.
• W4387340254 hasConceptScore W4387340254C89600930 @default.
• W4387340254 hasConceptScore W4387340254C9417928 @default.
• W4387340254 hasLocation W43873402541 @default.
• W4387340254 hasLocation W43873402542 @default.
• W4387340254 hasOpenAccess W4387340254 @default.
• W4387340254 hasPrimaryLocation W43873402541 @default.
• W4387340254 hasRelatedWork W1542224353 @default.
• W4387340254 hasRelatedWork W1661087619 @default.
• W4387340254 hasRelatedWork W2549418288 @default.
• W4387340254 hasRelatedWork W2739092184 @default.
• W4387340254 hasRelatedWork W2750730210 @default.
• W4387340254 hasRelatedWork W2953058328 @default.
• W4387340254 hasRelatedWork W4317671434 @default.
• W4387340254 hasRelatedWork W4321317645 @default.
• W4387340254 hasRelatedWork W2740804836 @default.
• W4387340254 hasRelatedWork W2922872563 @default.
• W4387340254 hasVolume "214" @default.
• W4387340254 isParatext "false" @default.
• W4387340254 isRetracted "false" @default.
• W4387340254 workType "article" @default.