Re-defining Radiology Quality Assurance (QA) -- Artificial Intelligence (AI)-Based QA by Restricted Investigation of Unequal Scores (AQUARIUS)

no code implementations • 2 May 2022 • Axel Wismueller, Larry Stockmaster, Ali Vosoughi

Using AQUARIUS with NLP on final radiology reports and targeted expert neuroradiology review of only 29 discordantly classified cases reduced the human QA effort by 98. 5%, where we found a total of six non-reported true ICH+ cases, with radiologists' missed ICH detection rates of 0. 52% and 2. 5% for flagged and non-flagged cases, respectively.

Tracking Results and Utilization of Artificial Intelligence (tru-AI) in Radiology: Early-Stage COVID-19 Pandemic Observations

no code implementations • 14 Oct 2020 • Axel Wismüller, Larry Stockmaster

Objective: To introduce a method for tracking results and utilization of Artificial Intelligence (tru-AI) in radiology.