DOUGLAS, DAVID BYRON;DOUGLAS, ROBERT E.;DOUGLAS, KATHLEEN M.
发明人:
DOUGLAS, DAVID BYRON,DOUGLAS, ROBERT E.,DOUGLAS, KATHLEEN M.
申请号:
CA3095887
公开号:
CA3095887A1
申请日:
2019.03.26
申请国别(地区):
CA
年份:
2019
代理人:
摘要:
A computerized medical diagnostic system uses a training dataset that is updated based on radiologist feedback. A radiologist incorporates a 3D cursor into his checklist approach to a cross-sectional imaging study. A CAD and/or AI algorithm is performed on the sub-volumes. Findings identified by an AI / CAD algorithm can be presented to the radiologist via unobstructed viewing through segmentation and filtering. A process for adjudicating disagreements between the AI and the radiologist using "virtual buckets" is used. Radiologists perform image markup, label the images with finding terminology, diagnoses and certainty levels and then add sub-volumes each bucket thereby expanding the training dataset for subsequent AI algorithms.