KAYRA packages a cascade of EfficientNet-B5 + U-Net, Mask R-CNN, and ResNet-18 models into a microservice architecture that supports both cloud and on-premise deployment and reaches 98.91% segmentation accuracy in a pilot test on 459 chromosomes.
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KAYRA: A Microservice Architecture for AI-Assisted Karyotyping with Cloud and On-Premise Deployment
KAYRA packages a cascade of EfficientNet-B5 + U-Net, Mask R-CNN, and ResNet-18 models into a microservice architecture that supports both cloud and on-premise deployment and reaches 98.91% segmentation accuracy in a pilot test on 459 chromosomes.