Systems and Methods for Automated Ultrasound Image Labeling and Quality Grading

The EPO published European patent application EP4028992A1 for an automated ultrasound image labeling and quality grading system developed by Echonous, Inc. The invention employs neural networks (G06N 3/08) to automatically annotate ultrasound images and assess their diagnostic quality, with primary classification under A61B 8/08 (diagnostic ultrasonography). The patent naming Babajide Ayinde, Nikolaos Pagoulatos, Ramachandra Pailoor, Allen Lu, and Matthew Cook as inventors.

Medical device manufacturers and healthcare providers utilizing AI-assisted ultrasound imaging in the EU should review freedom-to-operate implications. Competitors developing similar automated ultrasound analysis systems will need to design around this intellectual property or seek licensing arrangements. Research institutions and ultrasound equipment manufacturers may find this patent relevant for product development roadmaps in the European market.