Brain imaging in stroke: insight beyond diagnosis.
Open accessAbstract
Stroke, whether hemorrhagic or ischemic in nature, has the ability to lead to devastating and debilitating patient outcomes, which not only has direct implications from a healthcare standpoint, but its effects are longstanding and they impact the community as a whole. For decades, the goal of advancement and refinement in imaging modalities has been to develop the most precise, convenient, widely available and reproducible interpretable modality for the detection of stroke, not only in its hyperacute phase, but a method to be able to predict its evolution through the natural course of disease. Diagnosis is one of the most important initial roles, which imaging fulfills after the identification of existent pathology. However, imaging fulfills an even more important goal by using a combination of imaging modalities and their precise interpretation, which lends itself to understanding the mechanisms and pathophysiology of underlying disease, and therefore guides therapeutic decision-making in a patient-tailored fashion. This review explores the most commonly used brain imaging modalities, computer tomography, and magnetic resonance imaging, with an aim to demonstrate their dynamic use in uncovering stroke mechanism, facilitating prognostication, and potentially guiding therapy.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging.
Bihan, D. L., Breton, E., Lallemand, D. P., Aubin, M., Vignaud, J., & Laval-Jeantet, M. (1988) · Radiology · doi:10.1148/radiology.168.2.3393671 · Cited by 3,174 · see citing works
Guidelines for the Early Management of Adults With Ischemic Stroke
Adams, H. P., del Zoppo, G., Alberts, M. J., Bhatt, D. L., Brass, L. M., Furlan, A. J., Grubb, R. L., Higashida, R. T., Jauch, E. C., Kidwell, C. S., et al. (2007) · Stroke · doi:10.1161/strokeaha.107.181486 · Cited by 2,461 · see citing works
Moseley, M. E., Cohen, Y., Mintorovitch, J., Chileuitt, L., Shimizu, H., Kucharczyk, J., Wendland, M. F., & Weinstein, P. R. (1990) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910140218 · Cited by 1,644 · see citing works
Chalela, J. A., Kidwell, C. S., Nentwich, L. M., Luby, M. L., Butman, J. A., Demchuk, A. M., Hill, M. D., Patronas, N. J., Latour, L. L., & Warach, S. J. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60151-2 · Cited by 1,302 · see citing works
Cocker, L. J. L. D., van Veluw, S. J., Fowkes, M. E., Luijten, P. R., Mali, W. P. T. M., & Hendrikse, J. (2013) · Cerebrovascular Diseases · doi:10.1159/000353668 · Cited by 1,163 · see citing works
Moseley, M. E., Kucharczyk, J. R., Mintorovitch, J., Cohen, Y., Kurhanewicz, J. V., Derugin, N., Asgari, H. S., & Norman, D. M. (2024) · American Journal of Neuroradiology · doi:10.3174/ajnr.45-12.s8 · Cited by 890 · see citing works
Fast magnetic resonance diffusion-weighted imaging of acute human stroke
Warach, S., Chien, D., Li, W., Ronthal, M., & Edelman, R. R. (1992) · Neurology · doi:10.1212/wnl.42.9.1717 · Cited by 881 · see citing works
Guidelines for the Management of Spontaneous Intracerebral Hemorrhage
Broderick, J. P., Adams, H. P., Barsan, W. G., Feinberg, W. M., Feldmann, E. G., Grotta, J. C., Kase, C. S., Krieger, D., Mayberg, M. R., Tilley, B. C., et al. (1999) · Stroke · doi:10.1161/01.str.30.4.905 · Cited by 829 · see citing works
Cordonnier, C., Al-Shahi Salman, R., & Wardlaw, J. (2007) · Brain · doi:10.1093/brain/awl387 · Cited by 703 · see citing works
Use of structural magnetic resonance imaging to predict who will get Alzheimer's disease
Killiany, R., Gómez‐Isla, T., Moss, M. B., Kikinis, R., Sándor, T., Jolesz, F. A., Tanzi, R. E., Jones, K. J., Hyman, B. T., & Albert, M. (2000) · Annals of Neurology · doi:10.1002/1531-8249(200004)47:4 · Cited by 659 · see citing works
CT and MRI Early Vessel Signs Reflect Clot Composition in Acute Stroke
Liebeskind, D. S., Sanossian, N., Yong, W. H., Starkman, S., Tsang, M., Moya, A., Zheng, D. D., Abolian, A. M., Kim, D., Ali, L. K., et al. (2011) · Stroke · doi:10.1161/strokeaha.110.605576 · Cited by 511 · see citing works
Self-citationChalela, J. A., Alsop, D. C., Gonzalez-Atavales, J. B., Maldjian, J. A., Kasner, S. E., & Detre, J. A. (2000) · Stroke · doi:10.1161/01.str.31.3.680 · Cited by 481 · see citing works
Classification of Stroke Subtypes
Amarenco, P., Bogousslavsky, J., Caplan, L. R., Donnan, G. A., & Hennerici, M. G. (2009) · Cerebrovascular Diseases · doi:10.1159/000210432 · Cited by 475 · see citing works
Mullins, M. E., Schaefer, P. W., Sorensen, A. G., Halpern, E. F., Ay, H., He, J., Koroshetz, W. J., & González, R. (2002) · Radiology · doi:10.1148/radiol.2242010873 · Cited by 343 · see citing works
Determinants of Intracerebral Hemorrhage Growth
Broderick, J. P., Diringer, M. N., Hill, M. D., Brun, N. C., Mayer, S. A., Steiner, T., Skolnick, B. E., & Davis, S. M. (2007) · Stroke · doi:10.1161/01.str.0000258078.35316.30 · Cited by 323 · see citing works
Severe ADC Decreases Do Not Predict Irreversible Tissue Damage In Humans
Fiehler, J., Foth, M., Kucinski, T., Knab, R., von Bezold, M., Weiller, C., Zeumer, H., & Röther, J. (2002) · Stroke · doi:10.1161/hs0102.100884 · Cited by 285 · see citing works
Perfusion Imaging Using Arterial Spin Labeling
Golay, X., Hendrikse, J., & Lim, C. C. T. (2004) · Topics in Magnetic Resonance Imaging · doi:10.1097/00002142-200402000-00003 · Cited by 253 · see citing works
Gupta, R., Phan, C. M., Leidecker, C., Brady, T. J., Hirsch, J. A., Nogueira, R. G., & Yoo, A. J. (2010) · Radiology · doi:10.1148/radiol.10091806 · Cited by 248 · see citing works
Petechial hemorrhages accompanying lobar hemorrhage
Greenberg, S. M., Finklestein, S. P., & Schaefer, P. W. (1996) · Neurology · doi:10.1212/wnl.46.6.1751 · Cited by 241 · see citing works
Intracranial Hemorrhage Associated With Revascularization Therapies
Khatri, P., Wechsler, L. R., & Broderick, J. P. (2007) · Stroke · doi:10.1161/01.str.0000254524.23708.c9 · Cited by 227 · see citing works
MR of cerebral abnormalities concomitant with primary intracerebral hematomas.
Offenbacher, H., Fazekas, F., Schmidt, R., Koch, M., Fazekas, G., & Kapeller, P. (1996) · PubMed Central · Cited by 222 · see citing works
Collaterals in Acute Stroke: Beyond the Clot
Liebeskind, D. S. (2005) · Neuroimaging Clinics of North America · doi:10.1016/j.nic.2005.08.012 · Cited by 190 · see citing works
Self-citationIs Hypoperfusion an Important Cause of Strokes? If So, How?
Caplan, L. R., Wong, K. S., Gao, S., & Hennerici, M. G. (2006) · Cerebrovascular Diseases · doi:10.1159/000090791 · Cited by 182 · see citing works
Singer, O. C., Humpich, M. C., Fiehler, J., Albers, G. W., Lansberg, M. G., Kastrup, A., Rovira, À., Liebeskind, D. S., Gass, A., Rosso, C., et al. (2007) · Annals of Neurology · doi:10.1002/ana.21222 · Cited by 181 · see citing works
Self-citationHom, J., Dankbaar, J. W., Soares, B. P., Schneider, T., Cheng, S.-C., Bredno, J., Lau, B. C., Smith, W. S., Dillon, W. P., & Wintermark, M. (2010) · American Journal of Neuroradiology · doi:10.3174/ajnr.a2244 · Cited by 176 · see citing works
Hemorrhagic Transformation of Ischemic Stroke: Prediction with CT Perfusion
Aviv, R. I., d’Esterre, C. D., Murphy, B. D., Hopyan, J. J., Buck, B. H., Mallia, G., Li, V., Zhang, L., Symons, S. P., & Lee, T. (2009) · Radiology · doi:10.1148/radiol.2503080257 · Cited by 169 · see citing works
Flow Territory Mapping of the Cerebral Arteries With Regional Perfusion MRI
Hendrikse, J., van der Grond, J., Lu, H., van Zijl, P. C. M., & Golay, X. (2004) · Stroke · doi:10.1161/01.str.0000120312.26163.ec · Cited by 164 · see citing works
Identification of the penumbra and infarct core on hyperacute noncontrast and perfusion CT
Parsons, M. W., Pepper, E., Bateman, G. A., Wang, Y., & Levi, C. R. (2007) · Neurology · doi:10.1212/01.wnl.0000256366.86353.ff · Cited by 125 · see citing works
MR Detection of Cortical Spreading Depression Immediately after Focal Ischemia in the Rat
Röther, J., de Crespigny, A. J., D'Arceuil, H. E., & Moseley, M. E. (1996) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/00004647-199603000-00005 · Cited by 123 · see citing works
Campbell, B. C. V., Christensen, S., Butcher, K., Gordon, I., Parsons, M. W., Desmond, P. M., Barber, P. A., Levi, C. R., Bladin, C. F., Silva, D. A. D., et al. (2009) · Stroke · doi:10.1161/strokeaha.109.562116 · Cited by 123 · see citing works
Defining the CT Angiography ‘Spot Sign’ in Primary Intracerebral Hemorrhage
Thompson, A. L., Kosior, J. C., Gladstone, D. J., Hopyan, J. J., Symons, S. P., Romero, F. J., Dzialowski, I., Roy, J., Demchuk, A. M., Aviv, R. I., et al. (2009) · Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques · doi:10.1017/s0317167100007782 · Cited by 104 · see citing works
Specific DWI lesion patterns predict prognosis after acute ischaemic stroke within the MCA territory
Bang, O. Y. (2005) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.2004.059998 · Cited by 100 · see citing works
Patterns and Predictors of Blood–Brain Barrier Permeability Derangements in Acute Ischemic Stroke
Bang, O. Y., Saver, J. L., Alger, J. R., Shah, S., Buck, B. H., Starkman, S., Ovbiagele, B. I., & Liebeskind, D. S. (2008) · Stroke · doi:10.1161/strokeaha.108.522847 · Cited by 96 · see citing works
Self-citationGazzola, S., Aviv, R. I., Gladstone, D. J., Mallia, G., Li, V., Fox, A. J., & Symons, S. P. (2008) · Stroke · doi:10.1161/strokeaha.107.499442 · Cited by 92 · see citing works
Lou, M., Alhazzani, A. A., Goddeau, R., Novak, V., & Selim, M. H. (2009) · Stroke · doi:10.1161/strokeaha.109.564955 · Cited by 82 · see citing works
Kassner, A., Roberts, T. P. L., Moran, B., Silver, F. L., & Mikulis, D. J. (2009) · American Journal of Neuroradiology · doi:10.3174/ajnr.a1774 · Cited by 82 · see citing works
Chan, S., Kartha, K., Yoon, S.-D., Desmond, D. W., & Hilal, S. K. (1996) · PubMed Central · Cited by 78 · see citing works
Imaging the future of stroke: I. Ischemia
Liebeskind, D. S. (2009) · Annals of Neurology · doi:10.1002/ana.21787 · Cited by 74 · see citing works
Self-citationDifferential Prognosis of Isolated Cortical Swelling and Hypoattenuation on CT in Acute Stroke
Butcher, K., Lee, S. B., Parsons, M. W., Allport, L., Fink, J., Tress, B. M., Donnan, G. A., & Davis, S. M. (2007) · Stroke · doi:10.1161/01.str.0000258099.69995.b6 · Cited by 69 · see citing works
The Relationship between Hematoma Iron Content and Perihematoma Edema: An MRI Study
Lou, M., Lieb, K., & Selim, M. H. (2009) · Cerebrovascular Diseases · doi:10.1159/000199464 · Cited by 68 · see citing works
White matter lesions and poor outcome after intracerebral hemorrhage
Lee, S., Kim, B. J., Ryu, W., Kim, C. K., Kim, N., Park, B., & Yoon, B. (2010) · Neurology · doi:10.1212/wnl.0b013e3181dd425a · Cited by 66 · see citing works
Stroke Onset Time Using Sodium MRI in Rat Focal Cerebral Ischemia
Jones, S. C., Kharlamov, A., Yanovski, B., Kim, D. K., Easley, K. A., Yushmanov, V. E., Ziolko, S. K., & Boada, F. E. (2006) · Stroke · doi:10.1161/01.str.0000198845.79254.0f · Cited by 65 · see citing works
The Hyperdense Posterior Cerebral Artery Sign
Krings, T., Noelchen, D., Mull, M., Willmes, K., Meister, I. G., Reinacher, P. C., Töpper, R., & Thron, A. K. (2006) · Stroke · doi:10.1161/01.str.0000199062.09010.77 · Cited by 64 · see citing works
Fiehler, J., Remmele, C., Kucinski, T., Rosenkranz, M., Thomalla, G., Weiller, C., Zeumer, H., & Röther, J. (2005) · Cerebrovascular Diseases · doi:10.1159/000083180 · Cited by 62 · see citing works
The Role of Hyperglycemia in Acute Ischemic Stroke
Gilmore, R. M., & Stead, L. G. (2006) · Neurocritical Care · doi:10.1385/ncc:5:2:153 · Cited by 60 · see citing works
Yoon, D. Y., Chang, S., Choi, C. S., Kim, W.-K., & Lee, J.-H. (2009) · American Journal of Neuroradiology · doi:10.3174/ajnr.a1471 · Cited by 52 · see citing works
Fainardi, E., Borrelli, M., Saletti, A., Schivalocchi, R., Azzini, C., Cavallo, M. A., Ceruti, S., Tamarozzi, R., & Chieregato, A. (2008) · Neuroradiology · doi:10.1007/s00234-008-0402-x · Cited by 49 · see citing works
Hyperdense Internal Carotid Artery Sign
Özdemir, Ö., Leung, A., Bussière, M., Hachinski, V., & Pelz, D. M. (2008) · Stroke · doi:10.1161/strokeaha.107.505230 · Cited by 49 · see citing works
Pascual, A. M. J., López-Mut, J. V., Benlloch, V., Chamarro, R., Soler, J. M., & Láinez, M. J. A. (2006) · Cerebrovascular Diseases · doi:10.1159/000095752 · Cited by 47 · see citing works
Cho, A., Kim, J. S., Kim, S., Yun, S., Choi, C.-G., Kim, H., Kwon, S. U., Lee, D., Kim, E., Suh, D. C., et al. (2008) · Stroke · doi:10.1161/strokeaha.108.516740 · Cited by 36 · see citing works
Kosior, R. K., Wright, C. J., Kosior, J. C., Kenney, C. C., Scott, J. N., Frayne, R., & Hill, M. D. (2007) · Cerebrovascular Diseases · doi:10.1159/000106983 · Cited by 33 · see citing works
Three-dimensional reconstruction and volumetry of intracranial haemorrhage and its mass effect
Strik, H. M., Borchert, H., der Fels, C. V., Knauth, M., Rienhoff, O., Bähr, M., & Verhey, J. F. (2005) · Neuroradiology · doi:10.1007/s00234-005-1373-9 · Cited by 33 · see citing works
Medical management of acute intracerebral hemorrhage
Anderson, C. S. (2009) · Current Opinion in Critical Care · doi:10.1097/mcc.0b013e328325d12c · Cited by 25 · see citing works
Lovelock, C. E., Anslow, P., Molyneux, A., Byrne, J. V., Küker, W., Pretorius, P. M., Coull, A. J., & Rothwell, P. M. (2009) · Stroke · doi:10.1161/strokeaha.109.553933 · Cited by 22 · see citing works
Ji, N., Lu, J., Zhao, Y. L., Wang, S., & Zhao, J.-Z. (2009) · Neurological Research · doi:10.1179/174313209x444035 · Cited by 20 · see citing works
Takahashi, N., Lee, Y., Tsai, D., Ishii, K., Kinoshita, T., Tamura, H., & Kimura, M. (2008) · Acta Radiologica · doi:10.1080/02841850802126570 · Cited by 18 · see citing works
Otsuka, Y., Waki, R., Yamauchi, H., Fukazawa, S., Kimura, K., Shimizu, K., & Fukuyama, H. (2008) · Journal of Neuroimaging · doi:10.1111/j.1552-6569.2007.00209.x · Cited by 12 · see citing works
Is There a Penumbra Surrounding Intracerebral Hemorrhage?
Gass, A. (2006) · Cerebrovascular Diseases · doi:10.1159/000096298 · Cited by 11 · see citing works
Of Mice and Men: Essential Considerations in the Translation of Collateral Therapeutics
Liebeskind, D. S. (2008) · Stroke · doi:10.1161/strokeaha.108.522888 · Cited by 10 · see citing works
Self-citationHyperacute imaging of ischemic stroke: Role in therapeutic management
Selco, S. L., & Liebeskind, D. S. (2005) · Current Cardiology Reports · doi:10.1007/s11886-005-0004-8 · Cited by 10 · see citing works
Self-citationFainardi, E., Borrelli, M., Saletti, A., Schivalocchi, R., Russo, M., Azzini, C., Cavallo, M. A., Ceruti, S., Tamarozzi, R., & Chieregato, A. (2006) · Springer eBooks · doi:10.1007/3-211-30714-1_20 · Cited by 6 · see citing works
Imaging the future of stroke: II. Hemorrhage
Liebeskind, D. S. (2010) · Annals of Neurology · doi:10.1002/ana.22210 · Cited by 6 · see citing works
Self-citationMultimodal Computed Tomography in Acute Ischaemic Stroke
Rastogi, S., Liebeskind, D. S., & Fellow, N.-I. R. (2011) · European Neurological Review · doi:10.17925/enr.2011.06.02.101 · Cited by 1 · see citing works
Self-citationMultimodal Computed Tomography in Acute Ischemic Stroke
Rastogi, S., Liebeskind, D. S., & Fellow, N.-I. R. (2010) · touchREVIEWS in Neurology · doi:10.17925/usn.2010.06.01.50 · Cited by 1 · see citing works
Self-citation
Flagged first, then by citations
1 of the 65 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Diagnostic Criteria for Vascular Cognitive Disorders: A VASCOG Statement
Sachdev, P., Kalaria, R., O’Brien, J., Skoog, I., Alladi, S., Black, S. E., Blacker, D., Blazer, D. G., Chen, C., Chui, H., et al. (2014) · Alzheimer Disease & Associated Disorders · doi:10.1097/wad.0000000000000034 · Cited by 852 · see citing works
Utilization of Emergent Neuroimaging for Thrombolysis‐Eligible Stroke Patients
Sanossian, N., Fu, K. A., Liebeskind, D. S., Starkman, S., Hamilton, S., Villablanca, J. P., Burgos, A. M., CONWIT, R. A., & Saver, J. L. (2016) · Journal of Neuroimaging · doi:10.1111/jon.12369 · Cited by 28 · see citing works
Self-citationLiquid biopsy markers for stroke diagnosis
Wijerathne, H., Witek, M. A., Baird, A., & Soper, S. (2020) · Expert Review of Molecular Diagnostics · doi:10.1080/14737159.2020.1777859 · Cited by 17 · see citing works
“There are several types of CT-based methods, such as non-contrast CT (NCCT), CT angiogram (CTA), and perfusion CT (PCT); Figure 2A-D [21].”
BackgroundMethodCurrent and Future Bioanalytical Approaches for Stroke Assessment
Pullagurla, S. R., Baird, A. E., Adamski, M. G., & Soper, S. A. (2015) · Bioanalysis · doi:10.4155/bio.15.40 · Cited by 11 · see citing works
Fülesdi, B., Kovács, K. R., Bereczki, D., Bágyi, P., Fekete, I., & Csiba, L. (2013) · Journal of Neuroimaging · doi:10.1111/j.1552-6569.2012.00776.x · Cited by 10 · see citing works
Yui, J., Xie, L., Fujinaga, M., Yamasaki, T., Hatori, A., Kumata, K., Nengaki, N., & Zhang, M. (2013) · Stroke · doi:10.1161/strokeaha.113.001178 · Cited by 9 · see citing works
“blood flow, regional cerebral metabolism, and molecular responses in the infarcted area.(19,20) In particular, assessment of the penumbra and cellular responses of the infarcted area is being conducted which would help to evaluate the effects of interventions with therapeutic drugs for stroke by visualizing hypoxia, n…”
BackgroundKim, S. J., Kwon, O. D., Choi, H.-C., Lee, E., Cho, B., & Yoon, D. H. (2021) · BMC Neurology · doi:10.1186/s12883-021-02384-5 · Cited by 8 · see citing works
Kim, S. J., Kwon, O. D., Choi, H.-C., Lee, E., & Cho, B. (2021) · PLoS ONE · doi:10.1371/journal.pone.0244718 · Cited by 3 · see citing works
Evidências sobre diagnóstico e tratamento do acidente vascular encefálico no serviço de urgência
de Figueiredo, M. M., Bichuetti, D. B., & de Góis, A. F. T. (2012) · Diagn. tratamento · Cited by 1 · see citing works
Radiologic imaging of sleep disorders in patients with acute ischemic stroke
Borshevetskaya, A. A., Trushina, L. I., Efimtsev, A. Y., Ternovykh, I. К., Galyautdinova, L. E., Yegorova, V. S., Alekseeva, T. M., & Труфанов, Г. Е. (2023) · Translational Medicine · doi:10.18705/23114495-2022-9-6-44-58 · Cited by 1 · see citing works
Damien Galanaud, E., & Puybasset, L. (2013) · Elsevier eBooks · doi:10.1016/b978-1-4377-0167-8.00028-5
Prevalence of Hypertension in Deep and Lobar Intracerebral Hemorrhage in a Group of Iraqi Patients
Al‐Saffar, F., Al-Hamadani, H. A., & Mohammad, M. G. (2013) · Journal of the Faculty of Medicine Baghdad · doi:10.32007/jfacmedbagdad.552635
Correcting transcranial photoacoustic distortion using complex-valued deep learning
Benavides, J., Saint‐Martin, L., & Avanaki, K. (2026) · Photons Plus Ultrasound: Imaging and Sensing · doi:10.1117/12.3080969
“Detecting functional and vascular changes before symptoms appear allows for prompt treatment and better outcomes [1, 2].”
Kim, J.-W., Jeong, J.-H., Moon-Ku, H., Han, S.-H., Kim, K. H., Park, S., Shin, D., & Yum, K. S. (2026) · Acute and Critical Care · doi:10.4266/acc.004925
“Although neuroimaging remains the gold standard for stroke subtyping [7,8], imaging workflows and resources vary across settings, and clinicians may need to initiate time-sensitive management steps while awaiting imaging.”
- Authors
- Nour, M., & Liebeskind, D. S.
- Affiliations
- University of California, Los Angeles (US)
- Corresponding author
- Liebeskind, David S.
- Venue
- Neurotherapeutics
- Publisher
- Elsevier BV
- Published
- 2011-07
- Volume
- 8
- Issue
- 3
- Pages
- 330-339
- ISSN
- 1878-7479 (ISSN-L)
- PMC
- PMC3144982
- OpenAlex
- W2035586621
- Cited by
- 15
- References
- 65
- Citations by year
- 2026: 2 · 2023: 1 · 2021: 2 · 2020: 1 · 2016: 1 · 2015: 1 · 2014: 2 · 2013: 4 · 2012: 1
- FWCI
- 0.26
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Neurotherapeutics (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (5k23ns054084-05)
- National Institute of Neurological Disorders and Stroke (K23-NS054084, K24NS072272)
- Topics
- Health Sciences › Medicine › Epidemiology › Acute Ischemic Stroke Management
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Cerebrovascular and Carotid Artery Diseases
- Health Sciences › Medicine › Neurology › Intracerebral and Subarachnoid Hemorrhage Research
- Keywords
- stroke, neuroimaging, ischemic stroke, hemorrhagic stroke, stroke pathophysiology, stroke prognosis, stroke mechanisms, computed tomography, magnetic resonance imaging, multimodal imaging, treatment decision-making
- MeSH terms
- Brain, Brain Mapping, Cerebral Hemorrhage, Humans, Radiography, Spin Labels, Thromboembolism, Stroke, Neuroimaging
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review