Automated versus manual imaging assessment of early ischemic changes in acute stroke: comparison of two software packages and expert consensus.
Friederike AusteinFritz WodargNora JürgensenMonika HuhndorfJohannes MeyneThomas LindnerOlav JansenNaomi LarsenChristian RiedelPublished in: European radiology (2019)
• Some national stroke guidelines have incorporated ASPECTS in their recommendations for selecting patients for endovascular therapy. • Computer-aided diagnosis is a promising tool to aid the evaluation of early ischemic changes identified on CT. • Software packages for automated ASPECTS assessment differed significantly with respect to regional contribution without any significant difference in the overall ASPECT score.
Keyphrases
- end stage renal disease
- machine learning
- deep learning
- ejection fraction
- chronic kidney disease
- newly diagnosed
- clinical practice
- ischemia reperfusion injury
- computed tomography
- high resolution
- prognostic factors
- cerebral ischemia
- magnetic resonance
- mass spectrometry
- stem cells
- image quality
- bone marrow
- blood brain barrier
- single cell
- clinical evaluation