Fetal Fraction and Uterine Leiomyoma Volume: New Insights From Interpretable Modeling
Listen to this summary
The authors aim to develop a predictive model to estimate the likelihood of achieving a sufficient fetal fraction (FF) for non-invasive prenatal testing (NIPT) based on maternal characteristics and uterine leiomyoma volume. Their study finds that uterine leiomyoma volume significantly influences FF levels, with the best-performing model (XGBoost) achieving high prediction accuracy and indicating that reducing leiomyoma volume can improve FF outcomes. This modeling approach may enhance clinical decision-making for managing pregnancies with low FF.
This is one of 33,000+ journals available on OSLR. Try it free for 14 days.
Free 14-day trial. 33,000+ journals. Cancel anytime.
More from Prenatal diagnosis
View all →May 10, 2026 · Prenatal diagnosis
Neuroimaging Findings and Risk Factors for Brain Injury in Foetuses Treated for Anaemia
May 10, 2026 · Prenatal diagnosis
Fetal Cranial Biometric Abnormalities: The Value of Routine Ultrasound for Early Diagnosis of Glutaric Acidemia Type 1
May 6, 2026 · Prenatal diagnosis
Deep Learning-Based Segmentation of Fetal Anatomical Structures in the First Trimester
May 3, 2026 · Prenatal diagnosis
Transforming Prenatal Care in a Highly Inbred Population: Impact of a Multidisciplinary Board
May 3, 2026 · Prenatal diagnosis
The Utilisation of Genetic Counselling Services Amongst Prenatal Healthcare Providers in Gauteng, South Africa
Apr 29, 2026 · Prenatal diagnosis
Prenatal Diagnosis of Neurofibromatosis Type 1: No Specific Prenatal Features Observed in Sporadic Fetal Presentations
More in Obstetrics & Gynecology
View all →May 10, 2026 · American journal of obstetrics and gynecology
How Long Should Women Push? The Effect of Fetal Position, Parity, and Epidural Use on Spontaneous Delivery
May 10, 2026 · American journal of obstetrics & gynecology MFM
Providing an Optimized and emPowered Pregnancy for You (P<sup>3</sup>OPPY) Acceptability and Feasibility Pilot Trial
May 10, 2026 · Fertility and sterility
Transabdominal retrieval of oocytes when transvaginal access is not an option: mastering an egg-cellent technique
May 10, 2026 · American journal of obstetrics & gynecology MFM
Childhood maltreatment and pregnancy-related reproductive health in middle adulthood: A prospective investigation
May 10, 2026 · Contraception
Women's Attitudes Toward Over-the-Counter Oral Contraceptive Pills: A Cross-Sectional Survey
May 10, 2026 · American journal of obstetrics & gynecology MFM
Effect of perioperative fluid therapy on urinary biomarkers in preeclamptic women who underwent caesarean section - A randomised controlled trial
"Oslr has become part of my weekly routine on my day off. The clinical relevance of the summaries is outstanding — I'd rate it 9/10. Being able to consume research hands-free is a huge advantage for busy physicians."
Dr. Jennifer Thompson
Portland, OR
Stay current without falling behind
33,000+ journals. 3-minute audio summaries. Free for 14 days.
