AI Medical Compendium Journal:
Biology of reproduction

Showing 1 to 7 of 7 articles

Chlorogenic acid alleviates deoxynivalenol-induced damage in porcine trophectoderm cells by regulating the PI3K/AKT signaling pathway†.

Biology of reproduction
The proliferation and migration of porcine trophectoderm (pTr) cells are crucial processes during the early stages of embryo implantation in sows. The effects of deoxynivalenol (DON) and chlorogenic acid (CGA), a plant-derived compound, on pTr cells ...

SATINN v2: automated image analysis for mouse testis histology with multi-laboratory data integration†.

Biology of reproduction
Analysis of testis histology is fundamental to the study of male fertility, but it is a slow task with a high skill threshold. Here, we describe new neural network models for the automated classification of cell types and tubule stages from whole-sli...

A deep learning tissue classifier based on differential co-expression genes predicts the pregnancy outcomes of cattle†.

Biology of reproduction
Economic losses in cattle farms are frequently associated with failed pregnancies. Some studies found that the transcriptomic profiles of blood and endometrial tissues in cattle with varying pregnancy outcomes display discrepancies even before artifi...

Machine learning to identify endometrial biomarkers predictive of pregnancy success following artificial insemination in dairy cows†.

Biology of reproduction
The objective was to identify a set of genes whose transcript abundance is predictive of a cow's ability to become pregnant following artificial insemination. Endometrial epithelial cells from the uterine body were collected for RNA sequencing using ...

Machine learning in time-lapse imaging to differentiate embryos from young vs old mice†.

Biology of reproduction
Time-lapse microscopy for embryos is a non-invasive technology used to characterize early embryo development. This study employs time-lapse microscopy and machine learning to elucidate changes in embryonic growth kinetics with maternal aging. We anal...

Quantification of follicles in human ovarian tissue using image processing software and trained artificial intelligence†.

Biology of reproduction
Cancer survival rates in prepubertal girls and young women have risen in recent decades due to increasingly efficient treatments. However, many such treatments are gonadotoxic, causing premature ovarian insufficiency, loss of fertility, and ovarian e...

CASAnova: a multiclass support vector machine model for the classification of human sperm motility patterns.

Biology of reproduction
The ability to accurately monitor alterations in sperm motility is paramount to understanding multiple genetic and biochemical perturbations impacting normal fertilization. Computer-aided sperm analysis (CASA) of human sperm typically reports motile ...