Portable, bedside, low-field magnetic resonance imaging for evaluation of intracerebral hemorrhage.
Mercy H MazurekBradley A CahnMatthew M YuenAnjali M PrabhatIsha R ChavvaJill T ShahAnna L CrawfordE Brian WelchJonathan RothbergLaura SacolickMichael PooleCharles WiraCharles C MatoukAdrienne WardNona TimarioAudrey LeasureRachel BeekmanTeng J PengJens WitschJoseph P AntoniosGuido J FalconeKevin T GobeskeNils PetersenJoseph SchindlerLauren SansingEmily J GilmoreDavid Y HwangJennifer A KimAjay MalhotraGordon SzeMatthew S RosenWilliam T KimberlyKevin Navin ShethPublished in: Nature communications (2021)
Radiological examination of the brain is a critical determinant of stroke care pathways. Accessible neuroimaging is essential to detect the presence of intracerebral hemorrhage (ICH). Conventional magnetic resonance imaging (MRI) operates at high magnetic field strength (1.5-3 T), which requires an access-controlled environment, rendering MRI often inaccessible. We demonstrate the use of a low-field MRI (0.064 T) for ICH evaluation. Patients were imaged using conventional neuroimaging (non-contrast computerized tomography (CT) or 1.5/3 T MRI) and portable MRI (pMRI) at Yale New Haven Hospital from July 2018 to November 2020. Two board-certified neuroradiologists evaluated a total of 144 pMRI examinations (56 ICH, 48 acute ischemic stroke, 40 healthy controls) and one ICH imaging core lab researcher reviewed the cases of disagreement. Raters correctly detected ICH in 45 of 56 cases (80.4% sensitivity, 95%CI: [0.68-0.90]). Blood-negative cases were correctly identified in 85 of 88 cases (96.6% specificity, 95%CI: [0.90-0.99]). Manually segmented hematoma volumes and ABC/2 estimated volumes on pMRI correlate with conventional imaging volumes (ICC = 0.955, p = 1.69e-30 and ICC = 0.875, p = 1.66e-8, respectively). Hematoma volumes measured on pMRI correlate with NIH stroke scale (NIHSS) and clinical outcome (mRS) at discharge for manual and ABC/2 volumes. Low-field pMRI may be useful in bringing advanced MRI technology to resource-limited settings.
Keyphrases
- chronic pain
- contrast enhanced
- magnetic resonance imaging
- diffusion weighted imaging
- computed tomography
- magnetic resonance
- acute ischemic stroke
- end stage renal disease
- brain injury
- healthcare
- newly diagnosed
- atrial fibrillation
- ejection fraction
- chronic kidney disease
- palliative care
- peritoneal dialysis
- white matter
- quality improvement
- resting state
- dual energy
- photodynamic therapy
- pet ct
- image quality