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Interpretable Artificial Intelligence for Analysing Changes in Gases in the Uterine Environment of Cows According to Physiological Structures in the Ovary      
Yazarlar (12)
Ali Risvanli
Burak Tanyeri
Gungor Yildirim
Yetkin Tatar
Mehmet Gedikpinar
Hakan Kalender
Doç. Dr. Tarık ŞAFAK Doç. Dr. Tarık ŞAFAK
Kastamonu Üniversitesi, Türkiye
Burak Yuksel
Burcu Karagulle
Oznur Yilmaz
Cebrail Barut
Mehmet Akif Kilinc
Devamını Göster
Özet
The objective of the present study was to examine the relationship between the gases in a cow's uterine environment and its ovarian physiological structures using the sunflower optimisation algorithm (SFOA) deployed in a device called Metrisör, developed by our project team. A total of 500 uteruses obtained from slaughtered cows served as the experimental sample. Gas measurements were taken from 489 uteruses with no clinical metritis or microbiological growth. Additionally, the diameters of the corpus luteum and follicles in the ovaries were measured using callipers. These results were then analysed based on the presence or absence of a corpus luteum (CL) and follicles larger or smaller than 1.5 cm. According to uterine gas fluctuations, the presence and absence of CL could be detected at rates of 80.60% and 79.60%, respectively. Also, based on uterine gas changes, the presence of ovarian follicles larger than 1.5 cm was determined 82% of the time, and the presence of follicles smaller than 1.5 cm was determined 80% of the time. In conclusion, it was found that different stages of a cow's sexual cycle might involve changes in uterine gases. Thus, the data from this study may enable the development of a new estrus detection method for cows.
Anahtar Kelimeler
corpus luteum | cow | follicle | gas | Metris & ouml;r
Makale Türü Özgün Makale
Makale Alt Türü ESCI dergilerinde yayımlanan tam makale
Dergi Adı VETERINARY MEDICINE AND SCIENCE
Dergi ISSN 2053-1095 Wos Dergi Scopus Dergi
Makale Dili İngilizce
Basım Tarihi 03-2025
Cilt No 11
Sayı 2
Doi Numarası 10.1002/vms3.70252