Faster and Better: How Anomaly Detection Can Accelerate and Improve Reporting of Head Computed Tomography.
Tom FinckJulia MoosbauerMonika ProbstSarah SchlaegerMadeleine SchuberthDavid SchinzMehmet YiğitsoySebastian ByasClaus ZimmerFranz PfisterBenedikt WiestlerPublished in: Diagnostics (Basel, Switzerland) (2022)
Our study shows that AI-based triage of CTs can improve the diagnostic accuracy and accelerate reporting for experienced and inexperienced radiologists alike. Through ad hoc identification of normal CTs, anomaly detection promises to guide clinicians towards scans requiring urgent attention.
Keyphrases
- computed tomography
- artificial intelligence
- loop mediated isothermal amplification
- emergency department
- adverse drug
- real time pcr
- label free
- positron emission tomography
- magnetic resonance imaging
- palliative care
- working memory
- contrast enhanced
- dual energy
- magnetic resonance
- deep learning
- electronic health record
- bioinformatics analysis
- pet ct