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Sensors and Clinical Mastitis—The Quest for the Perfect Alert

Henk Hogeveen, Claudia Kamphuis, Wilma Steeneveld, Herman Mollenhorst
2010 Sensors  
When cows on dairy farms are milked with an automatic milking system or in high capacity milking parlors, clinical mastitis (CM) cannot be adequately detected without sensors.  ...  The objective of this paper is to describe the performance demands of sensor systems to detect CM and evaluats the current performance of these sensor systems.  ...  The quest for a perfect detection of CM is only beginning.  Number of observations where the event occurs with an alert (TruePosCount)  Number of observations where the event occurs without an alert  ... 
doi:10.3390/s100907991 pmid:22163637 pmcid:PMC3231225 fatcat:ften753jcfadhnf2sbytxugmru

Early warnings from automatic milk yield monitoring with online synergistic control

T. Huybrechts, K. Mertens, J. De Baerdemaeker, B. De Ketelaere, W. Saeys
2014 Journal of Dairy Science  
Compared with the combination of visual observation and milk conductivity measurements, the developed strategy had a sensitivity of 63% for detecting clinical mastitis.  ...  Sensors play a crucial role in the future of dairy farming. Modern dairy farms today are equipped with many different sensors for milk yield, body weight, activity, and even milk composition.  ...  ACKNOWLEDGMENTS The authors acknowledge the Institute for the Promotion of Innovation through Science and Technology (IWT-Vlaanderen, Flanders, Belgium) for their financial support.  ... 
doi:10.3168/jds.2013-6913 pmid:24731631 fatcat:wguzoua2hnhsrfcdau2tso3tda

Progression of different udder inflammation indicators and their episode length after onset of inflammation using automatic milking system sensor data

John Bonestroo, Mariska van der Voort, Nils Fall, Henk Hogeveen, Ulf Emanuelson, Ilka Christine Klaas
2020 Journal of Dairy Science  
In automatic milking systems (AMS), sensors can measure cow behavior and milk composition at every milking.  ...  Overall, this study indicated a cutoff point between nonchronic and chronic changes in indicators 3 to 4 wk after the initial inflammation for SCC and σ-conductivity.  ...  Dairy Sci. 94:174–188. https:​/​/​doi​.org/​10​.3168/​jds​.2010​ Sensors and clinical mastitisThe quest for the perfect alert. Sen- -3367.  ... 
doi:10.3168/jds.2019-18054 pmid:33358823 fatcat:actsatrfpjewfjmy4plgi3c2n4

Challenges and Tendencies of Automatic Milking Systems (AMS): A 20-Years Systematic Review of Literature and Patents

Alessia Cogato, Marta Brščić, Hao Guo, Francesco Marinello, Andrea Pezzuolo
2021 Animals  
For each cluster, the words frequency analysis enabled us to identify the research tendencies and gaps.  ...  AMS have the potential to increase the effectiveness of the milking process and sustain animal welfare.  ...  Data Availability Statement: The data presented in this study are available on request from the corresponding author. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/ani11020356 pmid:33572673 pmcid:PMC7912558 fatcat:lhyipza3zvfkhmpeo7njxdnhue

Sustainable Innovations in the Food Industry through Artificial Intelligence and Big Data Analytics

Saurabh Sharma, Vijay Kumar Gahlawat, Kumar Rahul, Rahul S Mor, Mohit Malik
2021 Logistics  
Thus, digital technologies are a boon for the food industry, where AI and big data have enabled us to achieve optimum results in realtime.  ...  The agri-food sector is an endless source of expansion for nourishing a vast population, but there is a considerable need to develop high-standard procedures through intelligent and innovative technologies  ...  Acknowledgments: We acknowledge the Department of Basic and Applied Science and Department of Food Engineering, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Sonepat  ... 
doi:10.3390/logistics5040066 fatcat:i2kqgvtfnzcfzhblxyoslapmpy

International Journal of Medical Students - Year 2015 - Volume 3 - Supplement 1

Executive Committee of IJMS
2015 International Journal of Medical Students  
They had measured their temperature and humidity for 31 days, both externally and internally by temperature sensors.  ...  performance, concentration, endurance and alertness.  ...  Clinical and radiological examination did not reveal any pathological changes in the central nervous system during and after the procedure. Other complications did not occur.  ... 
doi:10.5195/ijms.2015.54 fatcat:abkc4zowffcsxmpw3uuwhhn3le

Food and Nutrition [article]

P.K. Newby
2021 Zenodo  
At the same time, grave environmental damages related to food production threaten our Earth, its people, and future generations. Who is responsible, and what is the path forward?  ...  Our food supply is more plentiful than ever, yet many of the challenges we've faced throughout history, like famine, nutrient deficiencies, and hunger, still plague our world.  ...  "Intelligent packaging" communicates directly to the eater: sensors can detect contamination and prevent foodborne illness, for example.  ... 
doi:10.5281/zenodo.5607142 fatcat:kvwphcvtgngynkwfqusshm5upq