Machine learning-based feature selection and classification for cerebral infarction screening: an experimental study [PDF]
PeerJ Computer ScienceCerebral infarction screening (CIS) is critical for timely intervention and improved patient outcomes. We investigate the application of machine learning techniques for feature selection and classification of speech and cognitive function assessments to ...
Yang Niu +5 more
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Analysis of risk factors for acute cerebral infarction in patients with intracranial tuberculosis [PDF]
Frontiers in NeurologyObjectiveAcute cerebral infarction is a common complication of intracranial tuberculosis (TB), causing irreversible damage to brain tissue and significantly affecting patient prognosis.
Xiao-Shan Huang +4 more
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Risk factors for perioperative cerebral infarction in moyamoya disease: a meta-analysis [PDF]
Frontiers in NeurologyBackgroundThe present study explored the risk factors for cerebral infarction perioperative moyamoya disease by meta-analysis.MethodsThe PubMed, Embase, Cochrane library, Web of science databases were searched for case–control/cohort studies on risk ...
Jincan Wu +9 more
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Analysis of Risk Factors for Hemorrhagic Transformation of Cerebral Infarction and Recurrence of Cerebral Infarction: A Retrospective Study on Cerebral Infarction Patients with or without Hemorrhagic Transformation [PDF]
International Journal of General MedicinePengnan Bao,1 Ling Ling,2 Lei Xiang,2 Xueqing Liu,1 Jinwei Zhang,1 Wei Yue1,2 1Clinical College of Neurology, Neurosurgery and Neurorehabilitation, Tianjin Medical University, Tianjin, 300000, People’s Republic of China; 2Department of Neurology, Tianjin
Bao P +5 more
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Serum 4-hydroxynonenal associates with the recurrence of patients with primary cerebral infarction
Frontiers in Cellular Neuroscience, 2022 Background4-Hydroxynonenal (4-HNE), an α, β-unsaturated hydroxyalkenal, has been found to be associated with aspirin resistance, which is a risk factor for recurrent cerebral infarction.
Xingliang Liu +3 more
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A new non-human primate model of photochemically induced cerebral infarction. [PDF]
PLoS ONE, 2013 BACKGROUND AND PURPOSE: Rat models of photochemically induced cerebral infarction have been readily studied, but to date there are no reports of transcranial photochemically induced infarctions in the marmoset.
Satoshi Ikeda +5 more
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Journal of Ageing and Longevity, 2022 Stroke is a progressive disease with remissions and exacerbations; it significantly reduces the quality of life of patients and their family and caregivers. Primary prevention is necessary to reduce the growing incidence of stroke globally. In this study,
Yoh Tamaki +2 more
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Explanation of Machine Learning Models Using Shapley Additive Explanation and Application for Real Data in Hospital [PDF]
Computer Methods and Programs in Biomedicine, Volume 214, February
2022, 106584, 2021 When using machine learning techniques in decision-making processes, the interpretability of the models is important. In the present paper, we adopted the Shapley additive explanation (SHAP), which is based on fair profit allocation among many stakeholders depending on their contribution, for interpreting a gradient-boosting decision tree model using ...
arxiv +1 more source
Unilateral neonatal cerebral infarction in full term infants [PDF]
, 1997 AIMS: To determine the prevalence of unilateral neonatal cerebral infarction in infants born at 32 weeks gestation and above; to describe the clinical course, imaging results, and outcome of neonatal cerebral infarction; and to investigate possible ...
Estañ Capell, Francisco Javier +1 more
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Emergency Medicine International, 2022 Background. There has been a gradual trend towards younger ageing of acute cerebral infarction in recent years. Atherosclerotic plaque rupture followed by dislodgement of emboli and resulting arterial embolism is an important mechanism for the ...
Wenhui Jia +8 more
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