FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4293722246> ?p ?o ?g. }

• W4293722246 endingPage "123893" @default.
• W4293722246 startingPage "123893" @default.
• W4293722246 abstract "This research study developed milk spectral data-driven approach, called Adaptive Spectral Model for Abnormality Detection - ASMAD, for detection of physiological abnormalities of individual dairy cows. The algorithm is based on the logic that milk spectra of each individual cow is highly animal-specific, which means it could be used as a respective individual marker for identification. When the algorithm fails to recognize the milk spectra as coming from a certain animal, instead of being treated as a mistake, this outcome is accepted as a deviation of the respective individual marker, and a potential indicator of abnormal physiological state. For the purpose of ASMAD development, near infrared spectra of milk of seven dairy cows have been collected daily during 1-year period. The abnormality detection model is built using supervised recognition method Soft Independent Modeling of Class Analogies - SIMCA, and optimized with respect to spectral pre-processing, choice of the wavelength region and size of the time-window when developing the adaptive model. The sensitivity and specificity of ASMAD were dependent on the animal, and in the ranges 40.00-64.29% and 87.23-98.86%, respectively. Considering significant level of day-to-day spectral variation and multitude of physiological and environmental factors influence on milk constituents and spectra, these results represent a significant potential for creating a health-status monitoring and detection of abnormal physiological states in dairy animals. The adaptive modeling based on the time series of spectral data collected from the individual organism utilized in this work for monitoring physiological status and abnormality detection in dairy cows, has a good potential to be used for similar purposes in other animals and humans." @default.
• W4293722246 created "2022-08-31" @default.
• W4293722246 creator A5012066475 @default.
• W4293722246 creator A5017612565 @default.
• W4293722246 creator A5051538044 @default.
• W4293722246 creator A5063902525 @default.
• W4293722246 creator A5074768661 @default.
• W4293722246 date "2023-02-01" @default.
• W4293722246 modified "2023-09-25" @default.
• W4293722246 title "Adaptive Spectral Model for abnormality detection based on physiological status monitoring of dairy cows" @default.
• W4293722246 cites W1968466433 @default.
• W4293722246 cites W1970607547 @default.
• W4293722246 cites W1973906133 @default.
• W4293722246 cites W1984059205 @default.
• W4293722246 cites W1984141028 @default.
• W4293722246 cites W1987467162 @default.
• W4293722246 cites W1992113393 @default.
• W4293722246 cites W1999850109 @default.
• W4293722246 cites W2019159268 @default.
• W4293722246 cites W2021301116 @default.
• W4293722246 cites W2030108810 @default.
• W4293722246 cites W2036204808 @default.
• W4293722246 cites W2045125597 @default.
• W4293722246 cites W2054521559 @default.
• W4293722246 cites W2060701544 @default.
• W4293722246 cites W2066086992 @default.
• W4293722246 cites W2070263327 @default.
• W4293722246 cites W2073009851 @default.
• W4293722246 cites W2084344423 @default.
• W4293722246 cites W2088872104 @default.
• W4293722246 cites W2089468765 @default.
• W4293722246 cites W2090725418 @default.
• W4293722246 cites W2093733757 @default.
• W4293722246 cites W2093842470 @default.
• W4293722246 cites W2096062275 @default.
• W4293722246 cites W2109606373 @default.
• W4293722246 cites W2111236842 @default.
• W4293722246 cites W2114212562 @default.
• W4293722246 cites W2118574066 @default.
• W4293722246 cites W2152745184 @default.
• W4293722246 cites W2158230107 @default.
• W4293722246 cites W2169334867 @default.
• W4293722246 cites W2321050033 @default.
• W4293722246 cites W2475264781 @default.
• W4293722246 cites W2770877241 @default.
• W4293722246 cites W2803718085 @default.
• W4293722246 cites W2948880061 @default.
• W4293722246 cites W2966198371 @default.
• W4293722246 cites W2987437354 @default.
• W4293722246 cites W3021109944 @default.
• W4293722246 cites W3024321605 @default.
• W4293722246 cites W3082508353 @default.
• W4293722246 cites W3092556804 @default.
• W4293722246 cites W3111612761 @default.
• W4293722246 cites W3120780657 @default.
• W4293722246 cites W3125250205 @default.
• W4293722246 doi "https://doi.org/10.1016/j.talanta.2022.123893" @default.
• W4293722246 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36126521" @default.
• W4293722246 hasPublicationYear "2023" @default.
• W4293722246 type Work @default.
• W4293722246 citedByCount "1" @default.
• W4293722246 countsByYear W42937222462023 @default.
• W4293722246 crossrefType "journal-article" @default.
• W4293722246 hasAuthorship W4293722246A5012066475 @default.
• W4293722246 hasAuthorship W4293722246A5017612565 @default.
• W4293722246 hasAuthorship W4293722246A5051538044 @default.
• W4293722246 hasAuthorship W4293722246A5063902525 @default.
• W4293722246 hasAuthorship W4293722246A5074768661 @default.
• W4293722246 hasConcept C153180895 @default.
• W4293722246 hasConcept C154945302 @default.
• W4293722246 hasConcept C15744967 @default.
• W4293722246 hasConcept C185592680 @default.
• W4293722246 hasConcept C186060115 @default.
• W4293722246 hasConcept C41008148 @default.
• W4293722246 hasConcept C50965678 @default.
• W4293722246 hasConcept C77805123 @default.
• W4293722246 hasConcept C86803240 @default.
• W4293722246 hasConceptScore W4293722246C153180895 @default.
• W4293722246 hasConceptScore W4293722246C154945302 @default.
• W4293722246 hasConceptScore W4293722246C15744967 @default.
• W4293722246 hasConceptScore W4293722246C185592680 @default.
• W4293722246 hasConceptScore W4293722246C186060115 @default.
• W4293722246 hasConceptScore W4293722246C41008148 @default.
• W4293722246 hasConceptScore W4293722246C50965678 @default.
• W4293722246 hasConceptScore W4293722246C77805123 @default.
• W4293722246 hasConceptScore W4293722246C86803240 @default.
• W4293722246 hasFunder F4320334789 @default.
• W4293722246 hasLocation W42937222461 @default.
• W4293722246 hasLocation W42937222462 @default.
• W4293722246 hasOpenAccess W4293722246 @default.
• W4293722246 hasPrimaryLocation W42937222461 @default.
• W4293722246 hasRelatedWork W1978450727 @default.
• W4293722246 hasRelatedWork W2033914206 @default.
• W4293722246 hasRelatedWork W2146076056 @default.
• W4293722246 hasRelatedWork W2163831990 @default.
• W4293722246 hasRelatedWork W2378160586 @default.
• W4293722246 hasRelatedWork W2996038082 @default.
• W4293722246 hasRelatedWork W3003836766 @default.

• next