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Validation of Optimized Embryo Scoring Procedures: Single-Day versus 2-Day Assessment
Annemie Mengels1, Annouschka Laenen2, Carl Spiessens3
1Department of Obstetrics and Gynaecology, Leuven University Fertility Centre, University Hospital Leuven, Leuven, Belgium, annemie.mengels@uzleuven.be.
Gynecologic and Obstetric Investigation
|May 6, 2026
Summary
Single-day embryo selection on Day 3 or Day 5 shows accuracy comparable to two-day methods. This approach can help manage increased workloads in assisted reproductive technology (ART).
Area of Science:
- Reproductive Medicine
- Embryology
- Assisted Reproductive Technology (ART)
Background:
- Traditional embryo selection in assisted reproductive technology (ART) often involves two-day assessments.
- Evaluating embryo development over multiple days (e.g., Day 2+3 or Day 3+5) is standard practice.
- The efficiency of single-day embryo selection requires investigation to potentially streamline ART workflows.
Purpose of the Study:
- To compare the diagnostic performance of single-day embryo selection (Day 3 or Day 5) versus two-day selection.
- To assess sensitivity, specificity, and accuracy of single-day versus multi-day embryo evaluation.
- To determine if single-day selection is a viable option for managing ART workload.
Main Methods:
- Retrospective cohort study analyzing 9,095 patients over 15 years (2008-2023) at an ART center.
- Compared two-day selection protocols (Day 2+3, Day 3+5) with hypothetical single-day selections (Day 3, Day 5).
- Morphological embryo scoring was used, and sensitivity, specificity, and accuracy were calculated.
Main Results:
- Day 3 single-day assessment achieved 98.9% sensitivity, 93.6% specificity, and 96.7% accuracy, comparable to Day 2+3.
- Day 5 single-day assessment showed 99.5% sensitivity, 89.7% specificity, and 93.4% accuracy, similar to Day 3+5.
- Both single-day assessments demonstrated diagnostic accuracy exceeding 90%.
Conclusions:
- Single-day embryo selection on Day 3 or Day 5 offers diagnostic accuracy comparable to traditional two-day protocols.
- This method can be considered as an efficient strategy to manage increased workloads in ART.
- Further prospective randomized trials are recommended to validate these findings in clinical practice.

