Login / Signup

Clinical applicability of external and internal body dimensions in predicting dystocia in late-gestation Holstein-Friesian heifers.

Zenon NogalskiDariusz PiwczyńskiAnna Nogalska
Published in: Reproduction in domestic animals = Zuchthygiene (2023)
The objective of this study was to determine the clinical applicability of maternal intrapelvic area (PA) and selected morphometric parameters that can be measured before parturition in predicting dystocia in dairy heifers. The measurements were performed in 374 late-gestation Holstein-Friesian heifers. Inner pelvic height and width were measured using a pelvimeter, and PA was calculated. The heifers were monitored continuously around the time of calving, and calving difficulty was categorized as: unassisted calving (UC), slight assistance (SA), considerable difficulty (CD) and veterinary assistance (VA). Calving performance was analysed with the χ 2 test, and the effect of body dimensions on the course of parturition was evaluated by one-way analysis of variance. Dystocia (CD + VA) was predicted with the use of the classification tree method. Dystocia accounted for 29.14% of all deliveries. The percentages of stillbirths and retained placenta increased (p < .01) with increasing calving difficulty. Average PA immediately before parturition was smaller (p < .01) in group VA (223.2 cm 2 ) than in group UC (253.3 cm 2 ). According to the classification tree, dystocia may occur (74.07% odds) in heifers with PA < 254.2 cm 2 and a rump angle <5.68° before parturition. Measurements of heifer's cannon circumference and sire's body size improve the accuracy of dystocia prediction.
Keyphrases
  • body mass index
  • machine learning
  • deep learning
  • preterm infants
  • heat stress
  • dairy cows
  • high resolution
  • pregnant women
  • mass spectrometry
  • nk cells
  • pregnancy outcomes
  • body weight