Konvolutionelt neuralt netværk Jobs

Building an AI-powered fetal ultrasound biometry analysis system. Looking for an experienced ML/computer vision engineer or team. The project involves developing a two-phase deep learning pipeline for automated measurement of fetal biometry from 2D ultrasound images. Ultrasound plane detection and classification (head, abdomen, femur planes) Semantic segmentation of anatomical structures using CNN/U-Net architecture Ellipse fitting and geometry extraction for biometry calculations Automated measurement of HC, BPD, AC, FL, OFD, EFW, and derived ratios Scan quality scoring, measurement consistency validation Basic explainability (GradCAM overlays) and rule-based report generation Training datasets: HC18, FETAL_PLANES_DB, FPUS23, INTERGROWTH growth charts Multi-task learning model (single bac...