AI-Powered Ultrasound Analysis for Providers.

Frequently Asked Questions:

How does Delivery Date AI work? What technology does it use?

Delivery Date AI uses advanced artificial intelligence, specifically deep learning algorithms like convolutional neural networks and transformers, to analyze ultrasound images. The AI has been trained on over 8 million ultrasound images, allowing it to identify complex pixel patterns associated with gestational age and preterm birth risks. When an ultrasound scan is performed, the images are instantly sent to Delivery Date AI’s cloud-based platform, which processes them in real-time and generates a predicted delivery date. The system integrates seamlessly with existing ultrasound equipment, requiring no additional hardware, and delivers
results within seconds.
Unlike traditional fetal biometry, which relies on specific measurements of fetal anatomy, Delivery Date AI utilizes a more comprehensive approach:

  • Pixel-level Analysis:
    ▪ Examines individual pixels and patterns across the entire ultrasound
    image
    ▪ Identifies subtle features and textures not visible to the human eye
  • Maternal Anatomy Focus:
    ▪ Analyzes changes in maternal tissues and structures
    ▪ May include cervical length, uterine wall thickness, placental
    characteristics
  • Holistic Image Interpretation:
    ▪ Considers the entire ultrasound image as a complex data set
  • Looks for patterns and relationships across different anatomical structures
    • Machine Learning Algorithms:
      ▪ Uses advanced AI techniques to identify correlations between image
      features and pregnancy outcomes
      ▪ Continuously improves predictions based on new data
    • Beyond Standard Measurements:
      ▪ Does not rely solely on traditional measurements like fetal crownrump length or femur length
      ▪ Can potentially detect risk factors not apparent in standard biometric
      measurements
  • This approach allows Delivery Date AI to potentially capture a broader range of indicators for preterm birth risk and more accurate delivery date prediction.

How early in pregnancy can Delivery Date AI start predicting delivery dates?

6 Weeks

What is the accuracy rate of Delivery Date AI’s predictions?

Based on the University of Kentucky validation study, Delivery Date AI demonstrates high accuracy in predicting delivery dates. For term births, the AI achieved an R² value of 0.95, indicating a very strong correlation between predicted and actual delivery dates. For term births plus spontaneous preterm births, the R² value was 0.94.

Can Delivery Date AI detect other pregnancy complications besides preterm
birth?

Delivery Date AI currently focuses on predicting preterm birth and delivery dates. However, ultrasound AI has plans to expand its capabilities to detect other pregnancy complications in the future. The company’s product roadmap includes developing AI algorithms to predict conditions such as pre-eclampsia, placental abruption, intrauterine growth restriction (IUGR), and more accurate gestational age determination.

How often should Delivery Date AI scans be performed during 
pregnancy?

Delivery Date AI is designed to work with routine ultrasound scans performed during pregnancy, so there’s no need for additional or more frequent scans beyond what is typically recommended. The frequency of scans can follow standard obstetric care guidelines, which usually include scans at key stages of pregnancy. Each time an ultrasound is performed, Delivery Date AI can provide updated predictions, allowing for ongoing monitoring of the pregnancy’s progress and any changes in the risk of preterm birth.

Is the AI system user-friendly for medical providers?

Absolutely! We have designed the AI interface to be intuitive and easy to use for medical providers. Integration with existing ultrasound machines and workflows is seamless, allowing for efficient utilization without significant changes to your current practices.

What data security measures are in place to protect patient information?

Data security is a top priority for us. We employ industry-standard encryption protocols to safeguard patient information during transmission and storage. All data is stored in secure, HIPAA-compliant servers, ensuring patient privacy is maintained at all times.

How can I integrate the AI system into my practice?

Integration is a straightforward process. For large providers, we offer a secure forwarding apparatus that automatically transmits studies from your site for integration testing. Smaller practices can easily connect their ultrasound machines to our AI system directly.

What are the potential benefits of using the AI delivery date prediction system?

By utilizing our AI system, medical providers can enhance patient care by identifying high-risk pregnancies earlier and tailoring treatment plans accordingly. It can also streamline workflows, improve resource allocation, and reduce unnecessary interventions.

What support and training do you provide for medical providers? 

We offer comprehensive onboarding, training, and ongoing support for all medical providers integrating our AI system. Our team of experts will assist you throughout the process, ensuring a smooth transition and successful implementation.

Is the AI system compliant with regulatory standards in my country?

Our AI system undergoes rigorous testing and adheres to regulatory standards in various countries. We work closely with local authorities to obtain necessary approvals and ensure compliance with regional guidelines.

How can I get started with integrating the AI system in my practice?

To get started, simply fill out the contact form on our website, and our dedicated team will reach out to you promptly. We will guide you through the integration process and provide all the information you need to start using our AI delivery date prediction system.

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