Admission computed tomography radiomic signatures outperform hematoma volume in predicting baseline clinical severity and functional outcome in the ATACH-2 trial intracerebral hemorrhage population.
Stefan P HaiderAdnan I QureshiAbhi JainHishan TharmaseelanElisa R BersonTal ZeeviShahram MajidiChristopher G FilippiSimon IsekeMoritz GrossJulian N AcostaJoseph SchindlerJennifer A KimLauren H SansingGuido J FalconeKevin N ShethSeyedmehdi PayabvashPublished in: European journal of neurology (2021)
Limited by the enrollment criteria of the ATACH-2 trial, we showed that radiomics features quantifying hematoma texture, density, and shape on baseline CT can provide imaging correlates for clinical presentation and 3-month outcome. These findings couldtrigger a paradigm shift where imaging biomarkers may improve current modelsfor prognostication, risk-stratification, and treatment triage of ICH patients.
Keyphrases
- computed tomography
- contrast enhanced
- emergency department
- high resolution
- end stage renal disease
- study protocol
- clinical trial
- phase iii
- newly diagnosed
- ejection fraction
- positron emission tomography
- chronic kidney disease
- magnetic resonance imaging
- phase ii
- dual energy
- brain injury
- prognostic factors
- image quality
- magnetic resonance
- randomized controlled trial
- health insurance
- mass spectrometry
- patient reported outcomes
- lymph node metastasis
- combination therapy
- open label