Machine Learning Approach for Early Lactation Mastitis Diagnosis Using Total and Differential Somatic Cell Counts. [PDF]
Dairy herds around the world are undergoing several changes. Herd sizes are increasing, as are both milk yield and quality. The implementation of new technologies in various domains of dairy production is leading to an increase in the quantity of data available.
Zecconi A+5 more
europepmc +4 more sources
Inferring Causalities of Environmental and Genetic Factors for Differential Somatic Cell Count and Mastitis Pathogens in Dairy Cows Using Structural Equation Modelling [PDF]
The aim of this study was to establish and evaluate a structural equation model to infer causal relationships among environmental and genetic factors on udder health.
P.E. Wagner+4 more
europepmc +4 more sources
Combining total and differential somatic cell count to better assess the association of udder health status with milk yield, composition and coagulation properties in cattle [PDF]
The combined use of somatic cell count (SCC) and differential somatic cell count (DSCC), which is the ratio of neutrophils plus lymphocytes to total milk SCC, represents a novel approach to define cow’s udder health status, as it allows to identify ...
Tania Bobbo+2 more
doaj +3 more sources
Genetic parameters for novel mastitis traits defined by combining test-day somatic cell score and differential somatic cell count in the first lactation of Japanese Holsteins [PDF]
In this study, we aimed to improve current udder health genetic evaluations by addressing the limitations of monthly sampled somatic cell score (SCS) for distinguishing cows with robust innate immunity from those susceptible to chronic infections. The objectives were to (1) establish novel somatic cell traits by integrating SCS and the differential ...
Che‐Hsuan Huang+5 more
semanticscholar +4 more sources
The objective of this study was to investigate the new differential somatic cell count (DSCC) as a supplementary indicator to SCC for the identification of intramammary infection (IMI) in dairy cows at the end of the lactation period. Different approaches for identification of cows with IMI (i.e. often based on SCC) and targeted antimicrobial treatment
Daniel R. Schwarz+3 more
semanticscholar +6 more sources
Direct labeling of milk cells without centrifugation for counting total and differential somatic cells using flow cytometry [PDF]
: Somatic cell count (SCC) in milk is an essential indicator for defining and managing udder health. However, analyzing differential SCC (dSCC) can be helpful in determining the type or evolution stage of mastitis.
Jérôme Widmer+5 more
doaj +4 more sources
Differential somatic cell count—A novel method for routine mastitis screening in the frame of Dairy Herd Improvement testing programs [PDF]
Somatic cell count (SCC) is used as key indicator in mastitis screening programs typically applied in the frame of Dairy Herd Improvement (DHI) testing programs. However, mastitis is still causing tremendous economic losses to the dairy industry. Hence, new biomarkers are needed that can be used for enhanced management of mastitis on dairy farms ...
Malin Damm+4 more
semanticscholar +5 more sources
Mastitis is still the costliest disease in milk production. In particular, its subclinical form, which may spread unnoticeably within a herd, is a major challenge. Somatic cell count (SCC) is broadly used as an indicator for mastitis and thus the basis for udder health management programmes, e.g. through dairy herd improvement (DHI) testing.
Daniel R. Schwarz+11 more
semanticscholar +5 more sources
Short communication: Genetic aspects of milk differential somatic cell count in Holstein cows: A preliminary analysis [PDF]
The aim of the present study was to assess genetic variation and heritability of a novel indicator of udder health, milk differential somatic cell count (DSCC), which represents the percentage of neutrophils plus lymphocytes in the total somatic cell count (SCC).
Tania Bobbo+2 more
semanticscholar +6 more sources
Somatic cell count (SCC) is a test used for mastitis control in ewes, but there is no consensus on the cut‐off value. Other markers of subclinical mastitis (SCM) have been proposed as potentially more efficient, sensitive and specific, such as differential somatic cell count (DSCC).
Marco Montagnani+10 more
semanticscholar +3 more sources