Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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The application of artificial neural networks in early detection of ketosis in dairy cattle breeding.

2017/25/N/NZ5/00793

Keywords:

ketosis neural networks dairy cattle

Descriptors:

  • NZ5_6: Diagnostics in animal diseases
  • NZ5_9: Other related subjects

Panel:

NZ5 - Human and animal noninfectious diseases: etiology, mechanisms, diagnosis and treatment of diseases, poisonings and injuries (without neurological diseases)

Host institution :

Uniwersytet Rolniczy im. Hugona Kołłątaja w Krakowie, Wydział Hodowli i Biologii Zwierząt

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Edyta Bauer 

Number of co-investigators in the project: 2

Call: PRELUDIUM 13 - announced on 2017-03-15

Amount awarded: 99 980 PLN

Project start date (Y-m-d): 2018-02-20

Project end date (Y-m-d): 2021-02-19

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Notebook z oprogramowaniem, urządzenie wielofunkcyjne (drukarka laserowa+skaner) (5 000 PLN)

Information in the final report

  • Publication in academic press/journals (2)
  • Articles in post-conference publications (2)
  1. Progressive trends on application of Artificial Neural Networks in Animal Sience
    Authors:
    Edyta Agnieszka Bauer
    Academic press:
    Czech Journal of Veterinary Science (rok: 2022, tom: 67, strony: 45302), Wydawca: Czech Academy of Agricultural Sciences
    Status:
    Published
    DOI:
    10.17221/45/2021-VETMED - link to the publication
  2. The Use of Multilayer Perceptron Artificial Neural Networks to Detect Dairy Cows at Risk of Ketosis
    Authors:
    E.Bauer, W. Jagusiak
    Academic press:
    ANIMALS (Special Issue "Dairy Cattle Health Management") (rok: 2022, tom: 12(332), strony: 45362), Wydawca: MDI St.Alban-Anlage 66, 4052 Basel, Switzerland
    Status:
    Published
    DOI:
    10.3390/ani12030332 - link to the publication
  1. Neural Network models as a new method to diagnose ketosis in dairy herds.
    Authors:
    E.Bauer, W. Jagusiak
    Conference:
    EAAP70th Annual Meeting, Ghent, Belgium (rok: 2019, ), Wydawca: Wageningen Academic Publishers P.O. Box 220 6700 AE Wageningen The Netherlands
    Data:
    konferencja 26-30.08.2019
    Status:
    Published
  2. The relationship between milk composition associated with ketosis using artificial neural networks
    Authors:
    E.A. Bauer, E. Ptak and W. Jagusiak
    Conference:
    69th Annual Meeting of the European Federation of Animal Science (rok: 2018, ), Wydawca: Wageningen Academic Publishers P.O. Box 220 6700 AE Wageningen The Netherlands
    Data:
    konferencja 27.08-31.09.
    Status:
    Published

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