Validation notes

Public summaries focus on workflow reproducibility, review ergonomics, and model governance rather than clinical performance claims.

Clinical validation chart and scan views

Small batch validation

Batch-level review compares model output stability across acquisition protocols and scanner vendors.

Neural network architecture diagram

Architecture documentation

Model cards record input size, preprocessing, output representation, and known limitations for each release.

Study areaCurrent notePublication status
Segmentation QAThreshold review and manual correction workflow.Published
PET/CT worklistQueue design for bookmarked lesions and exception handling.Published
Report handoffStructured payload mapping for downstream reporting systems.Draft