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  • Open Access

    ARTICLE

    Efficient Morphological Segmentation of Brain Hemorrhage Stroke Lesion Through MultiResUNet

    R. Shijitha1,*, P. Karthigaikumar2, A. Stanly Paul2

    CMC-Computers, Materials & Continua, Vol.70, No.3, pp. 5233-5249, 2022, DOI:10.32604/cmc.2022.020227 - 11 October 2021

    Abstract Brain Hemorrhagic stroke is a serious malady that is caused by the drop in blood flow through the brain and causes the brain to malfunction. Precise segmentation of brain hemorrhage is crucial, so an enhanced segmentation is carried out in this research work. The brain image of various patients has taken using an MRI scanner by the utilization of T1, T2, and FLAIR sequence. This work aims to segment the Brain Hemorrhagic stroke using deep learning-based Multi-resolution UNet (multires UNet) through morphological operations. It is hard to precisely segment the brain lesions to extract the More >

  • Open Access

    ARTICLE

    Neutrosophic N-Structures Applied to Sheffer Stroke BL-Algebras

    Tugce Katican1, Tahsin Oner1, Akbar Rezaei2,*, Florentin Smarandache3

    CMES-Computer Modeling in Engineering & Sciences, Vol.129, No.1, pp. 355-372, 2021, DOI:10.32604/cmes.2021.016996 - 24 August 2021

    Abstract In this paper, we introduce a neutrosophic N-subalgebra, a (ultra) neutrosophic N-filter, level sets of these neutrosophic N-structures and their properties on a Sheffer stroke BL-algebra. By defining a quasi-subalgebra of a Sheffer stroke BL-algebra, it is proved that the level set of neutrosophic N-subalgebras on the algebraic structure is its quasi-subalgebra and vice versa. Then we show that the family of all neutrosophic N-subalgebras of a Sheffer stroke BL-algebra forms a complete distributive lattice. After that a (ultra) neutrosophic N-filter of a Sheffer stroke BL-algebra is described, we demonstrate that every neutrosophic N-filter of a Sheffer stroke BL-algebra More >

  • Open Access

    ARTICLE

    miR-21-3p alleviates neuronal apoptosis during cerebral ischemiareperfusion injury by targeting SMAD2

    FEI TIAN*, GANG LIU, LINLIN FAN, ZHONGYUN CHEN, YAN LIANG,

    BIOCELL, Vol.45, No.1, pp. 49-56, 2021, DOI:10.32604/biocell.2021.013794 - 26 January 2021

    Abstract Cerebral ischemia is due to the formation of blood clots or embolisms in the brain arteries, which leads to local brain tissue necrosis and neural cell apoptosis. Recent studies have shown that microRNA (miRNA) plays an important regulatory role in the pathological process of ischemic injury. The aim of this study is to investigate the role and the mechanism of miR-21-3p and drosophila mothers against decapentaplegic 2 (SMAD2) in cerebral ischemic reperfusion injured (CIRI) neural cells. The CIRI model was established by oxygen-glucose deprivation and recovery process for N2a cells. The cell viability and the… More >

  • Open Access

    ARTICLE

    Dynamic Resistance Parameters of Arm Stroke during Swimming

    Bin Wang1, Dayong Li2, Yuxin Qin3,*

    Molecular & Cellular Biomechanics, Vol.17, No.4, pp. 179-188, 2020, DOI:10.32604/mcb.2020.011050 - 20 October 2020

    Abstract Swimming, as a sport beneficial to body and mind, also has a place in international sports. For swimmers and coaches, it is always the most important to improve the propulsion and reduce the resistance during swimming. This paper briefly introduced the resistance of human body in swimming, described the dynamic resistance of human body in arm stroke, and then introduced the principle of micro disturbance method which was used for measuring the dynamic resistance in swimming. Finally, ten swimmers from school team and ten beginners were tested for the dynamic resistance in freestyle, backstroke and… More >

  • Open Access

    ARTICLE

    Multifrequency Microwave Imaging for Brain Stroke Detection

    Lulu Wang1,*

    Molecular & Cellular Biomechanics, Vol.17, No.1, pp. 33-40, 2020, DOI:10.32604/mcb.2019.07165

    Abstract CT and MRI are often used in the diagnosis and monitoring of stroke. However, they are expensive, time-consuming, produce ionizing radiation (CT), and not suitable for continuous monitoring stroke. Microwave imaging (MI) has been extensively investigated for identifying several types of human organs, including breast, brain, lung, liver, and gastric. The authors recently developed a holographic microwave imaging (HMI) algorithm for biological object detection. However, this method has difficulty in providing accurate information on embedded small inclusions. This paper describes the feasibility of the use of a multifrequency HMI algorithm for brain stroke detection. A More >

  • Open Access

    ARTICLE

    Feature Selection and Representation of Evolutionary Algorithm on Keystroke Dynamics

    Purvashi Baynath, Sunjiv Soyjaudah, Maleika Heenaye-Mamode Khan

    Intelligent Automation & Soft Computing, Vol.25, No.4, pp. 651-661, 2019, DOI:10.31209/2018.100000060

    Abstract The goal of this paper is (i) adopt fusion of features (ii) determine the best method of feature selection technique among ant Colony optimisation, artificial bee colony optimisation and genetic algorithm. The experimental results reported that ant colony Optimisation is a promising techniques as feature selection on Keystroke Dynamics as it outperforms in terms of recognition rate for our inbuilt database where the distance between the keys has been considered for the password derivation with recognition rate 97.85%. Finally the results have shown that a small improvement is obtained by fused features, which suggest that More >

  • Open Access

    ARTICLE

    Cerebrovascular accidents in Ebstein’s anomaly

    Nicholas Y. Tan1, Christine H. Attenhofer Jost1, Murray D. Polkinghorne1, Emily R. Vargas2, David O. Hodge2, Joseph A. Dearani3, Samuel J. Asirvatham1,4, Heidi M. Connolly1, Christopher J. McLeod1

    Congenital Heart Disease, Vol.14, No.6, pp. 1157-1165, 2019, DOI:10.1111/chd.12841

    Abstract Introduction: Mechanisms and risk factors for cerebrovascular accidents (CVAs) in Ebstein’s anomaly (EA) are not well understood; hence, we aimed to clarify these in a large cohort of EA patients.
    Methods: Patients with a confirmed diagnosis of EA were retrospectively reviewed. Baseline characteristics were compared between patients with and without a prior history of CVA using logistic regression modeling. Cox regression analysis was used to identify predictors of CVA following initial evaluation. CVA incidence from birth and following tricuspid valve surgery were estimated using the Kaplan‐Meier method.
    Results: Nine hundred sixty‐eight patients (median age 21.1 years, 41.5% male)… More >

  • Open Access

    ABSTRACT

    Multifrequency Microwave Imaging for Brain Stroke Detection

    Lulu Wang1,*

    Molecular & Cellular Biomechanics, Vol.16, Suppl.2, pp. 125-125, 2019, DOI:10.32604/mcb.2019.07101

    Abstract Early diagnosis of stroke with timely treatment could reduce adult permanent disability significantly [1]. Conventional medical imaging tools such as X-ray, ultrasound, computed tomography (CT), magnetic resonance imaging (MRI) and positron emission tomography (PET) have been widely used for diagnosis of brain disease. However, each of these methods has some limitations. X-ray imaging produces harmful radiation to the human body and challenging to identify early-stage abnormal tissue due to the relatively small dielectric proprieties contrast between the healthy tissue and abnormal tissue at X-ray frequencies [2]. PET provides useful information about soft tissues, but it… More >

  • Open Access

    ABSTRACT

    Protecting the Brain from Calcification in Ischemic Stroke

    Shu Q. Liu1,*

    Molecular & Cellular Biomechanics, Vol.16, Suppl.2, pp. 5-7, 2019, DOI:10.32604/mcb.2019.06960

    Abstract This article has no abstract. More >

  • Open Access

    ARTICLE

    New Concept in Stroke Diagnosis

    Ali. E. Dabiri1,2,*, Richard Leigh3, Ghassan S. Kassab1

    Molecular & Cellular Biomechanics, Vol.16, No.4, pp. 225-233, 2019, DOI:10.32604/mcb.2019.07962

    Abstract Stroke is a life-threatening event that is expected to more than double over the next 40 years. Approximately 85% of strokes are ischemic in nature and result from thromboembolic occlusion of a major cerebral artery or its branches. One of the diagnostic methods for detection of the cerebral ischemia is the gadolinium-enhanced MRI imaging. It is mainly used in patients to detect brain tissue damaged by an ischemic stroke and brain hemorrhage. These techniques are expensive, require sophisticated machines and are time consuming. A recent study in acute stroke patients showed gadolinium leakage into ocular… More >

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