Clinical Evaluation of an Innovative Metal-Artifact-Reduction Algorithm in FD-CT Angiography in Cerebral Aneurysms Treated by Endovascular Coiling or Surgical Clipping.
Felix EisenhutManuel Alexander SchmidtAlexander KalikTobias StruffertJulian FeulnerSven-Martin SchlafferMichael ManhartArnd DoerflerStefan LangPublished in: Diagnostics (Basel, Switzerland) (2022)
Treated cerebral aneurysms (IA) require follow-up imaging to ensure occlusion. Metal artifacts complicate radiologic assessment. Our aim was to evaluate an innovative metal-artifact-reduction (iMAR) algorithm for flat-detector computed tomography angiography (FD-CTA) regarding image quality (IQ) and detection of aneurysm residua/reperfusion in comparison to 2D digital subtraction angiography (DSA). Patients with IAs treated by endovascular coiling or clipping underwent both FD-CTA and DSA. FD-CTA datasets were postprocessed with/without iMAR algorithm (MAR+/MAR-). Evaluation of all FD-CTA and DSA datasets regarding qualitative (IQ, MAR) and quantitative (coil package diameter/CPD) parameters was performed. Aneurysm occlusion was assessed for each dataset and compared to DSA findings. In total, 40 IAs were analyzed (n coiling = 24; n clipping = 16). All iMAR+ datasets demonstrated significantly better IQ ( p IQ &nbsp; coiling < 0.0001; p IQ &nbsp; clipping < 0.0001). iMAR significantly reduced the metal-artifact burden but did not affect the CPD. iMAR significantly improved the detection of aneurysm residua/reperfusion with excellent agreement with DSA (n aneurysm &nbsp; detection &nbsp; MAR+/MAR-/DSA = 22/1/26). The iMAR algorithm significantly improves IQ by effective reduction of metal artifacts in FD-CTA datasets. The proposed algorithm enables reliable detection of aneurysm residua/reperfusion with good agreement to DSA. Thus, iMAR can help to reduce the need for invasive follow-up in treated IAs.
Keyphrases
- image quality
- coronary artery
- computed tomography
- machine learning
- cerebral ischemia
- deep learning
- protein kinase
- dual energy
- clinical evaluation
- loop mediated isothermal amplification
- acute myocardial infarction
- real time pcr
- label free
- rna seq
- subarachnoid hemorrhage
- abdominal aortic aneurysm
- neural network
- acute ischemic stroke
- systematic review
- brain injury
- photodynamic therapy
- coronary artery disease
- risk factors
- single cell
- left ventricular
- sensitive detection
- cone beam
- aortic dissection
- fluorescence imaging