Automated sequence prediction is provided for a medical imaging session including a self-assessment mechanism. An initial scout sequence is performed of a patient or object. The initial scout sequence is validated. An abbreviated acquisition protocol is performed. The abbreviated acquisition protocol is validated. Additional sequences are performed. The sequences may also be configured based on the analysis of the previous scans using deep learning-based reasoning to select the next appropriate settings and procedures.
