Evaluation of an Artificial Intelligence Model for Identification of Mass Effect and Vasogenic Edema on CT of the Head.
Isabella Newbury-ChaetSarah F MercaldoJohn K ChinAnkita GhatakMadeleine A HalleAshley L MacDonaldKaren BuchJohn ConklinWilliam A MehanStuart PomerantzSandra RinconKeith J DreyerBernardo C BizzoJames M HillisPublished in: AJNR. American journal of neuroradiology (2024)
The assessed artificial intelligence model accurately identified mass effect and vasogenic edema in this CT data set. It could assist the clinical workflow by prioritizing interpretation of cases with abnormal findings, possibly benefiting patients through earlier identification and subsequent treatment.
Keyphrases
- artificial intelligence
- big data
- machine learning
- deep learning
- computed tomography
- end stage renal disease
- newly diagnosed
- ejection fraction
- image quality
- electronic health record
- dual energy
- contrast enhanced
- chronic kidney disease
- positron emission tomography
- magnetic resonance
- smoking cessation
- replacement therapy