# Application of imaging and spectroscopy techniques for grading of bovine embryos - a review

## TL;DR

This review explores how imaging and spectroscopy techniques can improve the selection of bovine embryos for successful pregnancies.

## Contribution

The paper evaluates the potential of advanced imaging and spectroscopy methods as alternatives to manual embryo grading.

## Key findings

- Digital image analysis with machine learning achieved 88–96% success in embryo selection.
- Raman and FTIR spectroscopy provide insights into embryo composition and developmental quality.
- Hyperspectral imaging helps assess metabolite production during embryo growth.

## Abstract

Although embryo transfers have grown considerably in the cattle industry, the selection of embryos required for successful pregnancies remains a challenging task. Visual inspection of 7th-day embryos using a stereomicroscope, followed by classification based on morphological features is the most commonly practiced procedure. However, there are inaccuracies and inconsistencies in the manual grading of bovine embryos. The objective of this review was to evaluate the potential of imaging and spectroscopic techniques in the selection of bovine embryos. Digital analysis of microscopic images through extracting visual features in the embryo region, and classification using machine learning methods have yielded about 88–96% success in pregnancies. The Raman spectral pattern provides valuable information regarding developmental stages and quality of the embryo. The Raman spectroscopy approach has also been successfully used to determine various parameters of bovine oocytes. Besides, Fourier Transform Infrared (FTIR) spectroscopy has the ability to assess embryo quality through analyzing embryo composition, including nucleic acid and amides present. Hyperspectral Imaging has also been used to characterize metabolite production during embryo growth. Although the time-lapse imaging approach is beneficial for morphokinetics evaluation of embryo development, optimized protocols are required for successful implementation in bovine embryo transfers. Most imaging and spectroscopic findings are still only at an experimental stage. Further research is warranted to improve the repeatability and practicality to implement in commercial facilities.