Federated Learning for IVF Clinics
Join our network of clinics using privacy-preserving machine learning to improve embryo selection without sharing sensitive patient data.
Join our network of clinics using privacy-preserving machine learning to improve embryo selection without sharing sensitive patient data.
Train machine learning models across multiple clinics without sharing sensitive patient data
Patient data stays securely within your clinic's systems, never leaving your premises.
Only model updates are shared, allowing algorithms to learn from diverse patient populations.
Models adapt and improve over time as more clinics participate and more data is processed.
Designed to meet HIPAA, GDPR, and other healthcare privacy regulations worldwide.
Simple setup process allowing your clinic to start contributing to the federated learning network
Download the EmbrAI Client software package from our secure portal using your clinic credentials. Run the installer package appropriate for your operating system.
Connect the EmbrAI client to your embryo imaging system. Our software supports all major time-lapse imaging systems including EmbryoScope, Geri, and Miri TL.
Run the configuration wizard and select your imaging system from the dropdown menu. Follow the prompts to establish a secure connection to your imaging database.
Start local model training with your clinic's data. This step performs initial training while keeping all patient data within your secure network.
The initial training typically takes 3-6 hours depending on your hardware and the amount of available data. You can continue using your systems normally during this process.
Once local training is complete, connect to the EmbrAI federated network. This will securely share only model weights (not patient data) with our central server.
Regularly receive aggregated model improvements from the federated network. The global model incorporates learnings from all participating clinics while preserving privacy.
We recommend scheduling weekly model updates using your system's task scheduler (Windows) or cron jobs (macOS/Linux).
Flexible options designed to meet the needs of clinics of all sizes
For smaller clinics starting their AI journey
For established clinics with moderate volume
For large clinics and fertility networks
Download our software and start improving embryo selection accuracy today.
Download Federated ClientRequires clinic verification. New users should contact our team to set up credentials.
Common questions about our federated learning platform
Have questions about implementing federated learning at your clinic?
clinics@embrai.com
+1 (800) 555-EMBR
123 Innovation Way
San Francisco, CA 94105