https://anjalipatel.org/tags/machine-learning/ Recent content in Machine Learning on Anjali Patel Hugo en Wed, 01 Jul 2026 12:00:00 +0000 https://anjalipatel.org/computational-reproductive-biology-part-8-can-artificial-intelligence-predict-reproductive-outcomes/ Wed, 01 Jul 2026 12:00:00 +0000 https://anjalipatel.org/computational-reproductive-biology-part-8-can-artificial-intelligence-predict-reproductive-outcomes/ <p>A healthy embryo.</p> <p>A receptive uterus.</p> <p>Yet implantation still fails.</p> <p>For decades, reproductive medicine relied on tissue morphology, hormone levels, and microscopic observations. But biology is often more complex than what the human eye can see.</p> <p>Today, researchers are asking a different question:</p> <p>Can artificial intelligence uncover biological patterns hidden within thousands of molecular signals?</p> <p>One of the earliest examples comes from endometrial receptivity research.</p> <p>💡In 2011, Díaz-Gimeno et al. identified a transcriptomic signature associated with the Window of Implantation (WOI), leading to the development of the Endometrial Receptivity Analysis (ERA) test. Instead of relying only on microscopic observations, it used gene expression profiles to determine whether the endometrium was receptive.</p>