Colorado Patent of the Month – June 2025
In a breakthrough that could reshape prenatal care, Ultrasound AI Inc. has developed a new method to predict preterm births with greater accuracy than current standards. U.S. Patent No. 12318249, titled “Premature birth prediction”, outlines a machine learning system that analyzes routine ultrasound data to identify early warning signs of preterm labor.
AI transforms ultrasound into a diagnostic powerhouse
The system leverages artificial intelligence to detect subtle patterns in standard obstetric ultrasounds that may be overlooked by human interpretation. By training the model on a large dataset of known birth outcomes, it can generate a risk score for premature delivery as early as the second trimester.
Importantly, the method works with ultrasound data already collected during routine exams. This means it can be integrated into existing clinical workflows without adding cost or burden to patients or providers.
Potential impact on maternal and neonatal health
Preterm birth is a leading cause of infant mortality and long-term health complications. Early prediction opens the door to timely interventions such as progesterone therapy, lifestyle adjustments, or increased monitoring. By flagging high-risk pregnancies earlier, the technology may reduce NICU admissions and improve outcomes for both mothers and babies.
This patented approach marks a significant advancement in AI-driven maternal care, offering a scalable, cost-effective tool for one of healthcare’s most pressing challenges.
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