Browse publications by year: 2017

  1. Nurul Adzlyana, M.S., Rosma, M.D., Nurazzah, A.R.
    MyJurnal
    Data mining processes such as clustering, classification, regression and outlier detection are developed based on similarity between two objects. Data mining processes of categorical data is found to be most challenging. Earlier similarity measures are context-free. In recent years, researchers have come up with context-sensitive similarity measure based on the relationships of objects. This paper provides an in-depth review of context-based similarity measures. Descriptions of algorithm for four context-based similarity measure, namely Association-based similarity measure, DILCA, CBDL and the hybrid context-based similarity measure, are described. Advantages and limitations of each context-based similarity measure are identified and explained. Context-based similarity measure is highly recommended for data-mining tasks for categorical data. The findings of this paper will help data miners in choosing appropriate similarity measures to achieve more accurate classification or clustering results.
    MeSH terms: Algorithms; Paper; Research Personnel; Cluster Analysis; Data Mining
  2. Abdul Rahim, M.A., Zahari, S.M., Shariff, S.S.R.
    MyJurnal
    Parameter estimation in Generalized Autoregressive Conditional Heteroscedastic (GARCH) model has received much attention in the literature. Commonly used quasi maximum likelihood estimator (QMLE) may not be suitable if the model is misspecified. Alternatively, we can consider using variance targeting estimator (VTE) as it seems to be a better fit for misspecified initial parameters. This paper extends the application to see how both QMLE and VTE perform under error distribution misspecifications. Data are simulated under two error distribution conditions: one is to have a true normal error distribution and the other is to have a true student-t error distribution with degree of freedom equals to 3. The error distribution assumption that has been selected for this study are: normal distribution, student-t distribution, skewed normal distribution and skewed student-t. In addition, this study also includes the effect of initial parameter specification.
    MeSH terms: Attention; Publications; Students; Statistical Distributions; Normal Distribution; Likelihood Functions
  3. Mokhtar, M., Shuib, A., Mohamad, D.
    MyJurnal
    Portfolio optimisation is one of the most crucial issues in investment decision-making and has received considerable attention from researchers and practitioners. Traditionally, the portfolio optimisation models are formulated based on the assumption that investors have complete information on the distribution of random returns. However, in real life case, this is not possible since decisions have to be made under uncertainty. This paper deals with a fuzzy portfolio optimisation problem in which returns and turnover rates of securities are represented by fuzzy variables. A goal programming model is proposed to optimise three objectives: maximisation of portfolio return, maximisation of liquidity and minimisation of the portfolio risk. The cardinality constraints, floor and ceiling constraints are also taken into consideration. Finally, a numerical experiment using real data is conducted to demonstrate the applicability of the model.
    MeSH terms: Attention; Decision Making; Goals; Investments; Personnel Turnover; Research Personnel; Risk; Life; Uncertainty
  4. Pooi, A.H.
    MyJurnal
    This paper offers a technique to construct a prediction interval for the future value of the last variable in the vector r of m variables when the number of observed values of r is small. Denoting r(t) as the time-t value of r, we model the time-(t+1) value of the m-th variable to be dependent on the present and l-1 previous values r(t), r(t-1), …, r(t-l+1) via a conditional distribution which is derived from an (ml+1)-dimensional power-normal distribution. The 100(α / 2)% and 100(1−α / 2)% points of the conditional distribution may then be used to form a prediction interval for the future value of the m-th variable. A method is introduced to estimate the above (ml+1)-dimensional power-normal distribution such that the coverage probability of the resulting prediction interval is nearer to the target value 1- α .
    MeSH terms: Animals; Disease Vectors; Probability; Prognosis; Normal Distribution
  5. Ainur, A.K., Sayang, M.D., Jannoo, Z., Yap, B.W.
    MyJurnal
    A Structural Equation Model (SEM) is often used to test whether a hypothesised theoretical model agrees with data by examining the model fit. This study investigates the effect of sample size and distribution of data (normal and non-normal) on goodness of fit measures in structural equation model. Simulation results confirm that the GoF measures are affected by sample size, whereas they are quite robust when data are not normal. Absolute measures (GFI, AGFI, RMSEA) are more affected by sample size while incremental fit measures such as TLI and CFI are less affected by sample size and non-normality.
    MeSH terms: Models, Theoretical; Surveys and Questionnaires; Sample Size
  6. Tan, Ai Huey, Low, Soon Chai, Tan, Chong Tin, Fong, Si Lei, Wong, Jin Shyan
    Neurology Asia, 2017;22(1):25-32.
    MyJurnal
    Melioidosis is an infectious disease caused by an aerobic, non-spore forming gram negative bacillus,
    Burkholderia pseudomallei. It is known to be of high incidence in parts of rural South East Asia,
    and in Northern Australia. Pneumonia is the commonest manifestation. We report here three cases of
    neurological melioidosis from the registry of 169 cases of melioidosis in Bintulu Hospital, Sarawak,
    East Malaysia, with a review of neurological melioidosis in the literature. The annual incidence of
    melioidosis is estimated to be 8 per 100,000 populations in the Bintulu district. Neurological melioidosis
    accounts for 1.8% of our melioidosis cases. A review of 76 cases of neurological melioidosis reported
    in the literature inclusive of our 3 cases shows that localized brain or spinal inflammation or abscess
    is the most common manifestation occurring in 80% of patients. Close to half (53%) have intra axial
    abscess (brain or spinal cord), a quarter (27%) have extra axial lesions only (epidural or subdural
    collection, osteomyelitis or scalp abscess), and another quarter (27%) have both intra and extra axial
    lesions. Thus, B. pseudomallei appears to be unique among the bacterial central nervous system
    infection to be able to affect the brain and its contiguous tissues, crossing the tissue plane particularly
    resulting in osteomyelitis, scalp abscess and vice versa. Two thirds of the neurologicalmelioidosis
    patients have only neurological disease with no evidence of disease elsewhere.
  7. Mei-Ling Sharon TAI, Hazman MOHD NOR, Kartini Rahmat, Shanthi Viswanathan, Khairul Azmi Abdul Kadir, Norlisah Ramli, et al.
    Neurology Asia, 2017;22(1):15-23.
    MyJurnal
    Objective: The primary objective of this study was to describe the neuroimaging changes of tuberculous meningitis (TBM), and to determine the role of neuroimaging in the diagnosis of TBM.
    Methods: Between January 2009 and July 2015, we prospectively recruited TBM patients in two hospitals in Malaysia. Neuroimaging was performed and findings were recorded. The control consists of other types of meningo-encephalitis seen over the same period.
    Results: Fifty four TBM patients were recruited. Leptomeningeal enhancement was seen in 39 (72.2%) patients, commonly at prepontine cistern and interpeduncular fossa. Hydrocephalus was observed in 38 (70.4%) patients, 25 (46.3%) patients had moderate and severe hydrocephalus. Thirty four patients (63.0%) had cerebral infarction. Tuberculoma were seen in 29 (53.7%) patients; 27 (50.0%) patients had classical tuberculoma, 2 (3.7%) patients
    had “other” type of tuberculoma, 18 (33.3%) patients had ≥5 tuberculoma, and 11 (20.4%) patients had < 5 tuberculoma. Fifteen (37.2%) patients had vasculitis, 6 (11.1%) patients had vasospasm. Close to nine tenth (88.9%) of the patients had ≥1 classical neuroimaging features, 77.8% had ≥ 2 classical imaging features of TBM (basal enhancement, hydrocephalus, basal ganglia / thalamic infarct, classical tuberculoma, and vasculitis/vasospasm). Only 4% with other types of meningitis/encephalitis had ≥1 feature, and 1% had two or more classical TBM neuroimaging features. The sensitivity of the imaging features of the imaging features for diagnosis of TBM was 88.9% and the specificity was 95.6%.
    Conclusion: The classic imaging features of basal enhancement, hydrocephalus, basal ganglia/thalamic infarct, classic tuberculoma, and vasculitis are sensitive and specific to diagnosis of TBM.
    MeSH terms: Hospitals; Humans; Malaysia; Sensitivity and Specificity; Tuberculosis, Meningeal*
  8. Yew, Jasmine Sze Yin, Lee, Soon Liang, Kan, Foong Kee
    Medical Journal of Malaysia, 2017;72(1):62-64.
    MyJurnal
    Haemophagocytic lymphohistiocytosis (HLH) is a potentially
    fatal disorder resulting from uncontrolled
    hyperinflammatory response. There had been increase in
    cases of one of the secondary form of HLH, i.e., infectionassociated
    haemophagocytic syndrome (IAHS) in severe
    dengue in recent years. However, the condition remains
    under diagnosed due to lack of awareness compounded by
    the lack of validated diagnostic criteria. Severe hepatitis
    with prolonged cytopenias, severe hyperferritinemia,
    hypofibrinogenemia and persistent fever were evident in all
    four cases reported. All the subjects survived with
    supportive care and adjuvant steroid therapy. Prospective
    controlled studies are needed to develop diagnostic criteria
    and management protocol for IAHS in severe dengue.
  9. Ananthi Krishnamoorthy, Farid Hadi, Aruku Naidu, Jameela Sathar
    Medical Journal of Malaysia, 2017;72(1):53-54.
    MyJurnal
    Anaemia is a common condition in Malaysia, and is mostly
    due to iron deficiency. In many cases, allogeneic blood
    transfusion (ABT) is administered unnecessarily to treat
    anaemia. Patient blood management (PBM) is a concept
    whereby a patient becomes his or her “own blood bank”,
    instead of receiving ABT. The concept encompasses three
    pillars namely optimising erythropoiesis, minimising blood
    loss and harnessing human physiological reserve. We
    present a safe and fruitful outcome of managing severe
    anaemia without utilising any ABT, made possible with the
    PBM approach including administration of intravenous iron.
  10. Lim CH, Lin CT, Chen YH
    Int J Rheum Dis, 2017 Dec;20(12):2249-2252.
    PMID: 28036155 DOI: 10.1111/1756-185X.12969
    MeSH terms: Buttocks; Calcinosis/diagnosis; Calcinosis/etiology*; Calcinosis/therapy; Chondrocalcinosis/complications*; Chondrocalcinosis/diagnosis; Chondrocalcinosis/therapy; Female; Humans; Microscopy, Polarization; Middle Aged; Tomography, X-Ray Computed; Ultrasonography; Biopsy, Fine-Needle; Tendinopathy/diagnosis; Tendinopathy/etiology*; Tendinopathy/therapy
  11. Khanh NP, Tan SW, Yeap SK, Satharasinghe DA, Hair-Bejo M, Bich TN, et al.
    Avian Dis, 2017 Dec;61(4):442-452.
    PMID: 29337625 DOI: 10.1637/11637-032817-Reg.1
    Infectious bronchitis virus (IBV) is one of the major poultry pathogens of global importance. However, the prevalence of IBV strains in Malaysia is poorly characterized. The partial genomic sequences (6.8 kb) comprising the S-3a/3b-E-M-intergenic region-5a/5b-N gene order of 11 Malaysian IBVs isolated in 2014 and 2015 were sequenced using next-generation sequencing technology. Phylogenetic and pairwise sequence comparison analysis showed that the isolated IBVs are divided into two groups. Group 1 (IBS124/2015, IBS125/2015, IBS126/2015, IBS130/2015, IBS131/2015, IBS138/2015, and IBS142/2015) shared 90%-95% nucleotide and deduced amino acid similarities to the QX-like strain. Among these isolates, IBS142/2015 is the first IBV detected in Sarawak state located in East Malaysia (Borneo Island). Meanwhile, IBV isolates in Group 2 (IBS037A/2015, IBS037B/2015, IBS051/2015, and IBS180/2015) were 91.62% and 89.09% identical to Malaysian variant strain MH5365/95 (EU086600) at nucleotide and amino acid levels, respectively. In addition, all studied IBVs were distinctly separate from Massachusetts (70%-72% amino acid similarity) and European strains including 793/B, Italy-02, and D274 (68%-73% amino acid similarity). Viruses in Group 1 have the insertion of three amino acids at positions 23, 121, and 122 of the S1 protein and recombinant events detected at nucleotide position 4354-5864, with major parental sequence derived from QX-like (CK-CH-IBYZ-2011) and a minor parental sequence derived from Massachusetts vaccine strain (H120). This study demonstrated coexistence of the IBV Malaysian variant strain along with the QX-like strain in Malaysia.
  12. Periayah MH, Halim AS, Mat Saad AZ
    Int J Hematol Oncol Stem Cell Res, 2017 Oct 01;11(4):319-327.
    PMID: 29340130
    Blood is considered to be precious because it is the basic necessity for health; our body needs a steady provision of oxygen, supplied via blood, to reach billions of tissues and cells. Hematopoiesis is the process that generates blood cells of all lineages. However, platelets are the smallest blood component produced from the very large bone marrow cells called megakaryocytes and they play a fundamental role in thrombosis and hemostasis. Platelets contribute their hemostatic capacity via adhesion, activation and aggregation, which are triggered upon tissue injury, and these actions stimulate the coagulation factors and other mediators to achieve hemostasis. In addition, these coordinated series of events are the vital biological processes for wound healing phases. The aim of this review is to summarize and highlight the important pathways involved in achieving hemostasis that are ruled by platelets. In addition, this review also describes the mechanism action of platelets, including adhesion, activation, aggregation, and coagulation, as well as the factors that aid in hemostasis and wound healing.
  13. Samsudin I, Vasikaran SD
    Clin Biochem Rev, 2017 Apr;38(2):59-68.
    PMID: 29332972
    Procalcitonin (PCT), regarded as a biomarker specific for bacterial infections, is used in a variety of clinical settings including primary care, emergency department and intensive care. PCT measurement aids in the diagnosis of sepsis and to guide and monitor antibiotic therapy. This article gives a brief overview of PCT and its use in guiding antibiotic therapy in various clinical settings, as well as its limitations. PCT performance in comparison with other biomarkers of infection in particular CRP is also reviewed. Owing to its greater availability, CRP has been widely used as a biomarker of infection and sepsis. PCT is often reported to be more superior to CRP, being more specific for sepsis and bacterial infection. PCT starts to rise earlier and returns to normal concentration more rapidly than CRP, allowing for an earlier diagnosis and better monitoring of disease progression.
    MeSH terms: Anti-Bacterial Agents; Bacterial Infections; Calcitonin; Critical Care; Emergency Service, Hospital; Primary Health Care; Biomarkers; Disease Progression; Sepsis
  14. Ismail A, Wan Ahmad WAN
    Pharmacognosy Res, 2017 Dec;9(Suppl 1):S9-S14.
    PMID: 29333036 DOI: 10.4103/pr.pr_69_17
    Context: Syzygium polyanthum (Wight) Walp leaves are traditionally used by Malays for treating hypertension. Our previous study showed that aqueous extract of S. polyanthum (AESP) and methanolic extract of S. polyanthum (MESP) extracts of S. polyanthum leaves significantly reduced blood pressure of normotensive Wistar-Kyoto (WKY) and spontaneously hypertensive rats (SHR).

    Aims: This study aimed to investigate their vasorelaxation potential and the possible involvement of autonomic receptors and nitric oxide in mediating their effect.

    Settings and Design: Both extracts will be tested on isolated thoracic aorta rings of WKY and SHR. The involvement of autonomic receptors and nitric oxide will be elucidated using respective blockers.

    Materials and Methods: Isolated thoracic aorta rings from WKY and SHR were mounted onto myograph chambers to measure changes in the aorta tension. Increasing concentrations of AESP and MESP, from 1 μg/ml to 10 mg/ml were added onto the myograph chambers. Blockers such as atropine (1 μM), phentolamine (1 μM), propranolol (1 μM), and Nω-nitro-l-arginine methyl ester (100 μM) were preincubated before addition of extracts to check for involvement of muscarinic, α- and β-adrenergic receptors (AR) as well as nitric oxide, respectively.

    Statistical Analysis Used: Two-way ANOVA, followed by post hoc Bonferroni test was used, where P < 0.05 (two-tailed) was considered statistically significant.

    Results: AESP and MESP caused significant vasorelaxations through nitric oxide pathway. The former was mediated through α-AR while the latter was mediated by β-adrenergic and muscarinic receptors.

    Conclusion: Vasorelaxation effect by AESP and MESP involved nitric oxide pathway which is possibly mediated by the autonomic receptors.

    SUMMARY: This is the first study that reveals significant vasorelaxation effect induced by Syzygium polyanthum leaves extract. Vasorelaxation maybe one of the possible mechanisms for its ability to reduce blood pressure. This study also suggested that the vasorelaxation effect by this plant extract may involve nitric oxide pathway mediated by the autonomic receptors. Abbreviations Used: AESP: Aqueous extract of Syzygium polyanthum leaves. MESP: Methanolic extract of Syzygium polyanthum leaves. SHR: spontaneously hypertensive rat, WKY: Wistar-Kyoto rat.

  15. Palafox B, Goryakin Y, Stuckler D, Suhrcke M, Balabanova D, Alhabib KF, et al.
    BMJ Glob Health, 2017;2(4):e000443.
    PMID: 29333284 DOI: 10.1136/bmjgh-2017-000443
    Introduction: Social capital, characterised by trust, reciprocity and cooperation, is positively associated with a number of health outcomes. We test the hypothesis that among hypertensive individuals, those with greater social capital are more likely to have their hypertension detected, treated and controlled.

    Methods: Cross-sectional data from 21 countries in the Prospective Urban and Rural Epidemiology study were collected covering 61 229 hypertensive individuals aged 35-70 years, their households and the 656 communities in which they live. Outcomes include whether hypertensive participants have their condition detected, treated and/or controlled. Multivariate statistical models adjusting for community fixed effects were used to assess the associations of three social capital measures: (1) membership of any social organisation, (2) trust in other people and (3) trust in organisations, stratified into high-income and low-income country samples.

    Results: In low-income countries, membership of any social organisation was associated with a 3% greater likelihood of having one's hypertension detected and controlled, while greater trust in organisations significantly increased the likelihood of detection by 4%. These associations were not observed among participants in high-income countries.

    Conclusion: Although the observed associations are modest, some aspects of social capital are associated with better management of hypertension in low-income countries where health systems are often weak. Given that hypertension affects millions in these countries, even modest gains at all points along the treatment pathway could improve management for many, and translate into the prevention of thousands of cardiovascular events each year.

  16. Lam HY, Yeap SK, Pirozyan MR, Omar AR, Yusoff K, Abd-Aziz S, et al.
    Biomed Res Int, 2017;2017:4529437.
    PMID: 29333441 DOI: 10.1155/2017/4529437
    [This corrects the article DOI: 10.1155/2011/718710.].
    MeSH terms: Humans
  17. Mohd Yusof Baharuddin, Malaarvily Shanmugam, Hoo, Boon Choo
    MyJurnal
    Journal of Sports Science and Physical Education 6(2): 28-35, 2017 – The purpose of this study was to investigate on muscle activities with electromyography (EMG) during jumping jack activity. The EMG sensors were placed on the interest muscle to measure the activity of gastrocnemius and tibialis muscles during jumping jack. Specific thresholds per muscle were applied on the EMG prior comparison. These thresholds were determined by EMG muscle activity. Overall, visual inspection showed comparable activity patterns. The mean absolute value (MAV) and root mean square (RMS) data were collected to show differences activation of both muscle. The results showed that there are distinct differences between gastrocnemius and tibialis anterior during jumping jack. Based on MAV and RMS data, the activation of tibialis anterior muscle is higher than gastrocnemius muscle during jumping jack activity. This conclude that the tibialis anterior muscle had significantly higher electromyography activity on jumping jack.
  18. Mohd Huzairi Mohd Sani, Thariq Khan Azizuddin Khan
    MyJurnal
    Journal of Sports Science and Physical Education 6(2): 10-27, 2017 – The aim of this study is to evaluate the effects of audio imagery and video modeling on performance in rugby sports. The single case multiple baseline across participant (ABA) method are used to evaluate the participants’ performance. It assesses the impact of physical training, audio imagery and video modeling on the passing and tackling performance (open loop) for 13 tournaments. Four participants under 14 years old, representing schools in various rugby competitions were selected as participants. The frequency of intervention is three sessions per week. The Sport Imagery Ability Measure (SIAM) questionnaire which has been translated into Bahasa Malaysia is used as a screen to see participants imagery abilities. Research is conducted by creating interventions on audio and video imagery of expert models conducted with physical training based on the Imagery Training Program (ITP). Real-time recording methods and notational videos are used to assess participants' performance. The contest video rating was evaluated by two experts and analyzed separately. The findings showed that there was stable performance for all participants in phase baseline (A). There was increase in performance for all participants in the intervention phase (B). Only one participant with 5 weeks intervention was able to maintain performance inwithdraw phase (A1) compared to other participants.
  19. Abdul Kadir Mahmod, Low, Jeffrey Fook Lee
    MyJurnal
    Journal of Sports Science and Physical Education 6(2): 1-9, 2017 - Improper landing techniques from jumps are usually associated with knee injuries. Such incidence could be alleviated through augmented instructions and feedback on performing the landing movement. The purpose of this study was to investigate the effect of augmented feedback on landing force from jumps. Twenty-eight participants, divided into three groups (visual, n=10, verbal, n=10, control, n=8) performed jumps from a box and their ground reaction force (GRF) measured using force platform analyzer before and after treatment. The visual group received visual feedback from video playback of their landing action, the verbal group received verbal feedback based on the Landing Error Scoring System (LESS) criteria, and no feedback was provided for the control group. Both visual and verbal groups underwent interventions for two weeks, consisted of three sessions per week. Factorial mixed-design ANOVA with repeated measures on the tests results showed no significant interaction between groups and test, F (2.00, 25.80) = 841, p>. 05. In conclusion, feedback could be effective in reducing GRF, but may require extended duration of practice with feedback to assess its effectiveness in modifying behaviors.
  20. Mohamad, D., Ibrahim, S.Z.
    MyJurnal
    Fuzzy set with similarity measure approaches are known to be effective in handling imprecise and
    subjective information to solve decision making problems. Many methods have been introduced based on these two concepts. However, most methods do not take into account the reliability factor of the imprecise information in the evaluation process. In 2010, Zadeh coined the idea of Z-number that has the ability to consider the reliability factor or the level of confidence of human’s information expression. Since then, some decision-making methods have included this concept. In this paper, we present a new fuzzy decision making procedure by integrating the Jaccard similarity measure with Z-number to solve a multi criteria decision making problem. The conversion method of the Z-number based linguistic value to trapezoidal fuzzy numbers is used and the Jaccard similarity measure of the expected intervals of trapezoidal fuzzy numbers is applied to obtain the final decision. The feasibility of the methodology is demonstrated by investigating the preference factors that could influence customers to buy their preferred choice of car. The proposed methodology is applicable to solving decision making with a fuzzy environment to achieve a reliable and optimal decision.
    MeSH terms: Choice Behavior; Decision Making; Humans; Linguistics; Reproducibility of Results; Process Assessment (Health Care)
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