AI Medical Coding Automation Specialist vs AI Surgical Planning AI Specialist

B AI Surgical Planning AI Specialist Only

• 3D medical image segmentation using convolutional neural networks (U-Net, nnU-Net, V-Net variants)
• DICOM/HL7/FHIR data handling and PACS integration for clinical imaging pipelines
• Deep learning framework proficiency in PyTorch and MONAI for volumetric data
• Patient-specific 3D anatomical reconstruction and mesh generation from CT/MRI
• Surgical trajectory planning and biomechanical simulation using finite element methods
• Regulatory strategy for AI/ML-based Software as a Medical Device (SaMD) under FDA 510(k), EU MDR, and CE marking
• Explainable AI (XAI) and uncertainty quantification for high-stakes clinical decisions
• Clinical workflow integration using DICOMweb, IHE profiles, and vendor-neutral archive (VNA) architectures