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Dec 11, 2025, 16:16

AI Model Predicts Pregnancy Outcomes Through Endometrial Receptivity Scoring – Future Fertility

Future Fertility shared a post on LinkedIn:

“This week we’re digging into an ASRM2025 abstract demonstrating that our AI model for endometrial receptivity assessment can objectively score the endometrium using ultrasound images to predict clinical pregnancy and live birth outcomes across patients with different prior pregnancy histories.

Study at a glance:

3,905 transvaginal ultrasound images from unique embryo transfers collected across 70 fertility clinics in the U.S.
AI scores differentiated pregnancy outcomes and correlated with live birth rates across all prior-pregnancy groups
Higher AI scores → higher likelihood of pregnancy and live birth
Predictive performance held true even for euploid embryos

Why it matters:

Today’s ultrasound assessments rely on thickness and pattern, which are subjective and operator-dependent.
This endometrial AI model marks a significant step forward – moving beyond visual interpretation to a quantifiable, objective measure of receptivity.

Read the full abstract in Fertility and Sterility.

Title: An AI Model for Endometrial Receptivity Assessment Predicts Clinical Pregnancy in the Current Cycle Using Ultrasound Images, Among Differing Prior Pregnancy Histories

Authors: Jullin Fjeldstad, Setareh N., Natalie Mercuri, Dan Nayot”

AI Model