This review will summarize artificial intelligence developments in acute ischemic stroke in recent years and forecasts for the future. Stroke is a major healthcare concern due to its effects on the patient's quality of life and its dependence on the timing of the identification as well as the treatment. In recent years, attention increased on the use of artificial intelligence (AI) systems to help categorize, prognosis, and to channel these patients toward the right therapeutic procedure. Machine learning (ML) and in particular deep learning (DL) systems using convoluted neural networks (CNN) are becoming increasingly popular. Various studies over the years evaluated the use of these methods of analysis and prediction in the assessment of stroke patients, and at the same time, several applications and software have been developed to support the neuroradiologists and the stroke team to improve patient outcomes.
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Med Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Alawieh, Ali
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Chatterjee, Arindam
Feng, Wuwei
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Med Univ South Carolina, Dept Neurol, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Feng, Wuwei
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Porto, Guilherme
Vargas, Jan
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Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Vargas, Jan
Kellogg, Ryan
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Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Kellogg, Ryan
Turk, Aquilla S.
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Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Turk, Aquilla S.
Turner, Raymond D.
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Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Turner, Raymond D.
Chaudry, M. Imran
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Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
Chaudry, M. Imran
Spiotta, Alejandro M.
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Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USAMed Univ South Carolina, Med Scientist Training Program, Charleston, SC 29425 USA
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Egas Moniz Hosp, Dept Med IA, P-1340019 Lisbon, Portugal
Univ Nova Lisboa, Fac Med Sci, P-1169056 Lisbon, PortugalEgas Moniz Hosp, Dept Med IA, P-1340019 Lisbon, Portugal
Soares, Isabel
Abecasis, Pedro
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Univ Nova Lisboa, Fac Med Sci, P-1169056 Lisbon, PortugalEgas Moniz Hosp, Dept Med IA, P-1340019 Lisbon, Portugal
Abecasis, Pedro
Ferro, Jose M.
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Univ Lisbon, Fac Med, P-1600190 Lisbon, PortugalEgas Moniz Hosp, Dept Med IA, P-1340019 Lisbon, Portugal
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Childrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USAChildrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USA
Kousa, Youssef A.
Murnick, Jonathan
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Childrens Natl Hlth Syst, Div Radiol, Washington, DC 20010 USAChildrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USA
Murnick, Jonathan
Burton, Justin
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Childrens Natl Hlth Syst, Div Phys Med & Rehabil, Washington, DC 20010 USAChildrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USA
Burton, Justin
DiSabella, Marc
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Childrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USAChildrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USA
DiSabella, Marc
Pergami, Paola
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Childrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USAChildrens Natl Hlth Syst, Div Neurol, 111 Michigan Ave NW, Washington, DC 20010 USA
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Icahn Sch Med Mt Sinai, Dept Radiol, 1 Gustave L Levy Pl, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Radiol, 1 Gustave L Levy Pl, New York, NY 10029 USA
Schecht, Michael
Doshi, Amish
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Icahn Sch Med Mt Sinai, Dept Radiol, 1 Gustave L Levy Pl, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Radiol, 1 Gustave L Levy Pl, New York, NY 10029 USA