Diagnosis of Normal-Pressure Hydrocephalus: Use of Traditional Measures in the Era of Volumetric MR Imaging.
Nityanand MiskinHersh PatelAna M FranceschiBenjamin Ades-AronAlexander LeBrianna E DamadianChristian StantonYafell SerulleJames GolombOded GonenHenry RusinekAjax E Georgenull nullPublished in: Radiology (2017)
Purpose To assess the diagnostic performance of the callosal angle (CA) and Evans index (EI) measures and to determine their role versus automated volumetric methods in clinical radiology. Materials and Methods Magnetic resonance (MR) examinations performed before surgery (within 1-5 months of the MR examination) in 36 shunt-responsive patients with normal-pressure hydrocephalus (NPH; mean age, 75 years; age range, 58-87 years; 26 men, 10 women) and MR examinations of age- and sex-matched patients with Alzheimer disease (n = 34) and healthy control volunteers (n = 36) were studied. Three blinded observers independently measured EI and CA for each patient. Volumetric segmentation of global gray matter, white matter, ventricles, and hippocampi was performed by using software. These measures were tested by using multivariable logistic regression models to determine which combination of metrics is most accurate in diagnosis. Results The model that used CA and EI demonstrated 89.6%-93.4% accuracy and average area under the curve of 0.96 in differentiating patients with NPH from patients without NPH (ie, Alzheimer disease and healthy control). The regression model that used volumetric predictors of gray matter and white matter was 94.3% accurate. Conclusion CA and EI may serve as a screening tool to help the radiologist differentiate patients with NPH from patients without NPH, which would allow for designation of patients for further volumetric assessment. © RSNA, 2017.
Keyphrases
- end stage renal disease
- magnetic resonance
- white matter
- chronic kidney disease
- ejection fraction
- newly diagnosed
- prognostic factors
- contrast enhanced
- peritoneal dialysis
- high resolution
- machine learning
- randomized controlled trial
- minimally invasive
- coronary artery disease
- computed tomography
- magnetic resonance imaging
- mass spectrometry
- type diabetes
- pregnant women
- metabolic syndrome
- skeletal muscle
- atrial fibrillation
- high throughput
- pulmonary artery
- cancer therapy
- pulmonary arterial hypertension
- cerebrospinal fluid
- study protocol
- polycystic ovary syndrome
- insulin resistance
- pulmonary hypertension