Automatic Prediction of Infarct Growth in Acute Ischemic Stroke from MR Apparent Diffusion Coefficient Maps

Academic Radiology

Volumn 15, Issue 1, 2008, Pages 77-83

  Montiel, Nidiyare Hevia ^a   Rosso, Charlotte ^a,b   Chupin, Narie ^d   Deltour, Sanorine ^b   Bardinet, Eric ^a   Dormont, Didier ^a,c   Samson, Yves ^b   Baillet, Sylvain ^a  

^a Centre National de la Recherche Scientifique   (France)

^b Brain Stroke Emergency Unit

^c CNRS   (France)

^d NONE

Author keywords

apparent diffusion coefficient; cerebral ischemia; diffusion imaging; infarct growth prediction; magnetic resonance imaging; region growing segmentation; Stroke

Indexed keywords

ADULT; AGED; ARTICLE; AUTOMATION; BRAIN INFARCTION; BRAIN INFARCTION SIZE; BRAIN REGION; CEREBROVASCULAR ACCIDENT; CLINICAL ARTICLE; DIAGNOSTIC APPROACH ROUTE; DIAGNOSTIC PROCEDURE; DIFFUSION COEFFICIENT; DIFFUSION WEIGHTED IMAGING; FOLLOW UP; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; RISK ASSESSMENT; SIMULATION; STANDARDIZATION; THREE DIMENSIONAL IMAGING;

ACUTE DISEASE; ADULT; AGED; BRAIN ISCHEMIA; DIFFUSION MAGNETIC RESONANCE IMAGING; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MALE; MIDDLE AGED; PREDICTIVE VALUE OF TESTS; STROKE;

EID: 36749005632     PISSN: 10766332     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.acra.2007.07.007     Document Type: Article

References (15)

1. Linfante I., and Akkawi N.M. Advances in treatment of acute ischemic stroke. Curr Neurol Neurosci Rep 6 (2006) 28-32
2. Warach S. Tissue Viability thresholds in acute stroke: the 4-factor model. Stroke 32 (2001) 2460-2461
3. Gass A., Hirsch J.G., Behrens S., et al. Exemplary studies on diffusion and perfusion weighted magnetic resonance imaging in acute neurological disease. Electromedica 68 (2000) 106-111
4. Connelly A., Calamante F., Porter D.A., et al. Case study on diffusion and perfusion magnetic resonance imaging in childhood stroke. Electromedica 68 (2000) 2-8
5. Shaefer P.W., Ozsunar Y., He J., et al. Assessing tissue viability with MR diffusion and perfusion imaging. AJNR Am J Neuroradiol 24 (2003) 436-446
6. w changes in ischemic stroke: beyond the human eye!". Stroke 29 (1998) 1778-1782
7. Oppenheim C., Samson Y., Manaï R., et al. Prediction of malignant middle cerebral artery infarction by diffusion-weighted imaging. Stroke 31 (2000) 2175-2181
8. Oppenheim C., Stanescu R., Dormont D., et al. Diffusion MRI and cerebral ischemia. When to calculate the coefficient of diffusion?. J Neuroradiol 26 (1999) 242-248
9. Na D.G., Thijs V.N., Albers G.W., et al. Diffusion-weighted MR imaging in acute ischemia value of apparent diffusion coefficient and signal intensity thresholds in predicting tissue at risk and final infarct size. AJNR Am J Neuroradiol 25 (2004) 1331-1336
10. Fiebach J.B., Jansen O., Schellinger P.D., et al. Serial analysis of the apparent diffusion coefficient time course in human stroke. Neuroradiology 44 (2002) 294-298
11. Oppenheim C., Grandin C., Samson Y., et al. Is there an apparent diffusion coefficient threshold in predicting tissue viability in hyperacute stroke?. Stroke 32 (2001) 2486-2491
12. Rojas S., Martín A., Justicia C., et al. Modest MRI signal intensity changes precede delayed cortical necrosis after transient focal ischemia in the rat. Stroke 37 (2006) 1525-1532
13. Chupin M., Mukuna-Bantumbakulud R., Hasboun D., et al. Anatomically-constrained region deformation for the automated segmentation of the hippocampus and the amygdala: method and validation on controls and patients with Alzheimer's disease. NeuroImage 34 (2007) 996-1019
14. Li W., Tian J., Li E., et al. Robust unsupervised segmentation of infarct lesion from diffusion tensor MR images using multiscale statistical classification and partial volume voxel reclassification. NeuroImage 23 (2004) 1507-1518
15. Cosnard G., Duprez T., Grandin C., et al. Imagerie de diffusion et de perfusion par résonance magnétique de l'encéphale. Louvain Med 118 (1999) 129-140