Fig. 4From: Development and web deployment of an automated neuroradiology MRI protocoling tool with natural language processingIntegration of automated protocoling. Suggested integration of automated protocoling. (1) The ordering clinicians submits an MRI request form. (2) Request form is queried by NLP plugin and analyzed. (3a) High confidence scores above 0.90, and patients without contraindications are classified for automatic approval. (3b) Otherwise, patients with complex contraindications or lower confidence scores are sent for manual review with the algorithmic suggestionBack to article page