Predicting pregnancy status from mid-infrared spectroscopy in dairy cow milk using deep learning

Autor: Eileen Wall, W Brand, Mike Coffey, SL Smith, A.T. Wells, SJ Denholm

Publikováno v: Journal of Dairy Science. 104:4980-4990

Accurately identifying pregnancy status is imperative for a profitable dairy enterprise. Mid-infrared (MIR) spectroscopy is routinely used to determine fat and protein concentrations in milk samples. Mid-infrared spectra have successfully been used t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d6e8b33aebe670ca7db8d2f26346bd9a
https://doi.org/10.3168/jds.2020-18367

Automated Processing and Phenotype Extraction of Ovine Medical Images Using a Combined Generative Adversarial Network and Computer Vision Pipeline

Autor: Mike Coffey, SJ Denholm, James Francis Robson

Publikováno v: Sensors
Volume 21
Issue 21
Sensors, Vol 21, Iss 7268, p 7268 (2021)
Sensors (Basel, Switzerland)

The speed and accuracy of phenotype detection from medical images are some of the most important qualities needed for any informed and timely response such as early detection of cancer or detection of desirable phenotypes for animal breeding. To impr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6570e3dd1775993de4651337f09a55e8
https://pubmed.ncbi.nlm.nih.gov/34770574

Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows

Autor: Mairi C. Mitchell, Georgios Banos, SJ Denholm, G. Russell, Ainsley Bagnall, Mike Coffey, Eileen Wall, Tom N. McNeilly

Publikováno v: Journal of Dairy Science. 100:2850-2862

Data collected from an experimental Holstein-Friesian research herd were used to determine genetic and phenotypic parameters of innate and adaptive cellular immune-associated traits. Relationships between immune-associated traits and production, heal

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f84e30a1071bc0ab6f71e277bcab31e5
https://doi.org/10.3168/jds.2016-11679

Predicting the Potential for Natural Recovery of Atlantic Salmon (Salmo salar L.) Populations following the Introduction of Gyrodactylus salaris Malmberg, 1957 (Monogenea)

Autor: Andrew P. Shinn, SJ Denholm, Andrew Hoyle, Nick G.H. Taylor, Giuseppe Paladini, Rachel Norman

Publikováno v: PLoS ONE, Vol 11, Iss 12, p e0169168 (2016)
PLoS ONE

Gyrodactylus salaris (Monogenea, Platyhelminthes) is a notifiable freshwater pathogen responsible for causing catastrophic damage to wild Atlantic salmon stocks, most notably in Norway. In some strains of Baltic salmon (e.g., from the river Neva) how

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::16044031387867daef0d672270b078c8
http://europepmc.org/articles/PMC5199095?pdf=render

Correlations of milk and serum element concentrations with production and management traits in dairy cows.

Autor: Denholm SJ; Scotland's Rural College, Peter Wilson Building, King's Buildings, Edinburgh, EH9 3JG, Scotland. Electronic address: scott.denholm@sruc.ac.uk., McNeilly TN; Moredun Research Institute, Pentlands Science Park, Midlothian, EH26 0PZ, Scotland., Bashir S; The Rowett Institute, University of Aberdeen, Aberdeen, AB25 2ZD, Scotland., Mitchell MC; Moredun Research Institute, Pentlands Science Park, Midlothian, EH26 0PZ, Scotland., Wall E; Scotland's Rural College, Peter Wilson Building, King's Buildings, Edinburgh, EH9 3JG, Scotland., Sneddon AA; The Rowett Institute, University of Aberdeen, Aberdeen, AB25 2ZD, Scotland.

Publikováno v: Journal of dairy science [J Dairy Sci] 2022 Nov; Vol. 105 (12), pp. 9726-9737. Date of Electronic Publication: 2022 Oct 04.