Your browser doesn't support javascript.
loading
MRI-Based Brain Volume Scoring in Cerebral Malaria Is Externally Valid and Applicable to Lower-Resolution Images.
Goyal, Manu S; Vidal, Lorenna; Chetcuti, Karen; Chilingulo, Cowles; Ibrahim, Khalid; Zhang, Jeffrey; Small, Dylan S; Seydel, Karl B; O'Brien, Nicole; Taylor, Terrie E; Postels, Douglas G.
Affiliation
  • Goyal MS; From the Mallinckrodt Institute of Radiology (M.S.G.), Washington University School of Medicine, St. Louis, Missouri goyalm@wustl.edu.
  • Vidal L; Children's Hospital of Philadelphia (L.V.), Philadelphia, Pennsylvania.
  • Chetcuti K; Department of Radiology (K.C.), Kamuzu University of Health Sciences, Blantyre, Malawi.
  • Chilingulo C; Department of Radiology (K.C., C.C.), Queen Elizabeth Central Hospital, Blantyre, Malawi.
  • Ibrahim K; Department of Radiology (K.C., C.C.), Queen Elizabeth Central Hospital, Blantyre, Malawi.
  • Zhang J; College of Osteopathic Medicine (K.B.S., T.E.T., K.I.), Michigan State University, East Lansing, Michigan.
  • Small DS; Department of Statistics and Data Science (J.Z., D.S.S.), The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania.
  • Seydel KB; Department of Statistics and Data Science (J.Z., D.S.S.), The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania.
  • O'Brien N; College of Osteopathic Medicine (K.B.S., T.E.T., K.I.), Michigan State University, East Lansing, Michigan.
  • Taylor TE; Blantyre Malaria Project, (K.B.S., N.O., T.E.T., D.G.P.) Kamuzu University of Health Sciences, Blantyre, Malawi.
  • Postels DG; Blantyre Malaria Project, (K.B.S., N.O., T.E.T., D.G.P.) Kamuzu University of Health Sciences, Blantyre, Malawi.
AJNR Am J Neuroradiol ; 45(2): 205-210, 2024 02 07.
Article de En | MEDLINE | ID: mdl-38216302
ABSTRACT
BACKGROUND AND

PURPOSE:

Children with cerebral malaria have an elevated risk of mortality and neurologic morbidity. Both mortality and morbidity are associated with initially increased brain volume on MR imaging, as graded by the Brain Volume Score, a subjective ordinal rating scale created specifically for brain MRIs in children with cerebral malaria. For the Brain Volume Score to be more widely clinically useful, we aimed to determine its independent reproducibility and whether it can be applicable to lower-resolution MRIs. MATERIALS AND

METHODS:

To assess the independent reproducibility of the Brain Volume Score, radiologists not associated with the initial study were trained to score MRIs from a new cohort of patients with cerebral malaria. These scores were then compared with survival and neurologic outcomes. To assess the applicability to lower-resolution MRI, we assigned Brain Volume Scores to brain MRIs degraded to simulate a very-low-field (64 mT) portable scanner and compared these with the original scores assigned to the original nondegraded MRIs.

RESULTS:

Brain Volume Scores on the new cohort of patients with cerebral malaria were highly associated with outcomes (OR for mortality = 16, P < .001). Scoring of the simulated degraded images remained consistent with the Brain Volume Scores assigned to the original higher-quality (0.35 T) images (intraclass coefficients > 0.86).

CONCLUSIONS:

Our findings demonstrate that the Brain Volume Score is externally valid in reproducibly predicting outcomes and can be reliably assigned to lower-resolution images.
Sujet(s)

Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Paludisme cérébral Type d'étude: Prognostic_studies Limites: Child / Humans Langue: En Journal: AJNR Am J Neuroradiol Année: 2024 Type de document: Article

Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Paludisme cérébral Type d'étude: Prognostic_studies Limites: Child / Humans Langue: En Journal: AJNR Am J Neuroradiol Année: 2024 Type de document: Article
...