Apple New AI Model Can Detect Pregnancy With 92 percent

According to the latest information, iPhone maker  an useful feature via AI model to mothers. Apple’s latest Artificial Intelligence (AI) model can now identify pregnancy with 92 per cent accuracy, using behavioural data collected from iPhones and Apple Watches, according to a new study.

The study titled “Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions” revealed that the new AI model could detect certain health signs such as sleep quality, heart rate variability, mobility, and other high-level metrics.

New Technology Watches Over Expecting Mothers

Scientists have created a smart system that uses fitness trackers and smartwatches to monitor pregnant women’s health. This new technology can spot important changes in a woman’s body during pregnancy.

How the System Works

The research team built their system using information from over 2.5 billion hours of smartwatch data. They trained a computer program to understand patterns in this data and predict health changes during pregnancy.

The scientists studied 430 pregnant women who gave birth either naturally or through surgery. They collected information from:

• The tech company’s Health app
• Heart rate sensors in smartwatches
• Other health tracking features

What They Discovered

The research showed something interesting about pregnancy timing.

• Positive weeks: The nine months before giving birth and one month after delivery showed special patterns
• Negative weeks: All other times showed different, normal patterns

During the positive weeks, women’s bodies were going through major changes because of pregnancy or recovery after birth. The smartwatch data could detect these changes automatically.

Why This Matters for Pregnant Women

This technology could help doctors and expecting mothers in several ways:

Better Health Monitoring: Smartwatches can track changes 24/7 without extra doctor visits

Early Detection: The system might spot health problems before they become serious

Personalized Care: Each woman’s pregnancy journey is different, and this technology can adapt to individual needs

Convenient Tracking: Women can monitor their health from home using devices they already own

The Future of Pregnancy Care

This research opens up new possibilities for prenatal care. Instead of only checking health during monthly doctor visits, expecting mothers could have continuous monitoring through their everyday wearable devices.

The system performed as well as or better than older methods that required more complicated medical equipment. This means pregnant women might soon have access to hospital-quality health monitoring right on their wrists.

As wearable technology continues to improve, we can expect even more advanced features to help support healthy pregnancies and safer deliveries for mothers and babies worldwide.

Researchers also collected data from over 24,000 women under 50 who were not pregnant as part of the study to bring more accuracy to the results.

Apple Watch collects a lot of raw sensor data, but that data can be noisy and hard to understand.

The study said, “Unlike raw sensors, these higher-level behavioural metrics are calculated using carefully validated algorithms derived from the raw sensors. These metrics are intentionally chosen by experts to align with physiologically relevant quantities and health states.”

The new WBM model shows clear data by tracking and predicting health changes over time, according to 9to5mac.