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Fulltext Older women breast cancer survivors: decision making, sources of information and wellness activities in Malaysia

Mohamed NA, Muhamad M

Asian Pac J Cancer Prev, 2013;14(3):2043-8.
PMID: 23679316

The purpose of this study ??s to profile older breast cancer survivors in Malaysia. In a survey study, ? custom made questionnaire was administered to 69 breast cancer patients and survivors between 60 and 84 years of age in Peninsular Malaysia. The main ethnic group recorded was Chinese, followed by Malay and Indian. The majority of women were married (87%) and had children (84.1%). Just over half (53.6%) had primary and secondary education, whereas 24.7% had higher education. Fifty five percent of the study participants made their own decision on treatment, 60.8% exercised at least 3 times in a week, and 56.6% sought information from specialists. Our study suggests that older breast cancer survivors are aware of the importance of exercise in their daily lives and make attempts to be cancer free (e.g. doing exercise, recreational activity and have good relationships with friends and family).
Fulltext Risk analysis of musculoskeletal pain intervention using corticosteroid during COVID-19 pandemic: a cohort study

Mohamad AA, Mohamed NA

Korean J Pain, 2023 Jan 01;36(1):106-112.
PMID: 36514932 DOI: 10.3344/kjp.22249

BACKGROUND: Most international bodies recommended against musculoskeletal steroid injection during the COVID-19 pandemic, fearing that the immunosuppressive effects of the steroid could worsen COVID-19 infection, thus prolonging the suffering of patients with severe musculoskeletal disease. The authors' aim is to analyze the risk of COVID-19 infection after musculoskeletal injections.
METHODS: This is a retrospective study of patients who visited a sports medicine clinic and received musculoskeletal steroid injections between January 1, 2020 and February 28, 2021. The collected data was compared with the national COVID-19 registry to identify positive COVID-19 patients. The patients were only considered positive for COVID-19 following corticosteroid injection within 3 months after injection.
RESULTS: Out of 502 steroid injections; 79.7% (n = 400) received a single injection in one day, 19.1% (n = 96) received steroid injections at 2 sites in one day, and 1.2% (n = 6) received steroid injections at 3 sites in one day. Using the Fisher's exact test, there was no statistically significant association of COVID-19 infection between the steroid group and control group (relative risk, 1.44; 95% confidence interval, 0.9-23.1, P = 0.654). Only one patient contracted mild COVID-19 with no post COVID complications.
CONCLUSIONS: The authors recommend the use of musculoskeletal steroid injections in clinically indicated situation without having increased risk of COVID-19.
Fulltext A Rare Presentation of Probable Training-Related Chronic Myopericarditis in an Endurance Cyclist: A Case Report

Mohamad AA, Mohamed NA

Korean J Fam Med, 2024 Mar;45(2):116-120.
PMID: 38351744 DOI: 10.4082/kjfm.23.0082

We report a rare case of high-volume training-related myopericarditis. A male, 18 years old, elite road bicycle racing cyclist with high-volume training of 1,000 km per week for >7 years, presented with progressively worsening exertional breathlessness, reduced effort tolerance, and one episode of cardiac syncope. The symptoms were present prior to the coronavirus disease 2019 pandemic but made worse with the sudden increase in the volume of training after lockdown periods in preparation for competition. He exhibited multiple premature ventricular ectopic beats during his resting electrocardiogram, with a normal echocardiogram and non-elevated cardiac enzyme. The exercise stress test revealed similar multiple premature ventricular beats, warranting further investigation using cardiac magnetic resonance imaging (MRI). The findings of the cardiac MRI were suggestive of myopericarditis. He was instructed to refrain from training and initially started with a short course of colchicine. However, his symptoms deteriorated, and cardiac MRI revealed a decrease in the left ventricular ejection fraction from 59% to 50%. His treatment was escalated to a short course of tapered dose steroid, anti-failure medication and gradual, supervised, return to sports program. This case report highlights the discussion of return to play in athletes with myopericarditis.
Fulltext Hepatitis C virus genotyping methods: evaluation of AmpliSens(®) HCV-1/2/3-FRT compared to sequencing method

Mohamed NA, Rashid ZZ, Wong KK

J Clin Lab Anal, 2014 May;28(3):224-8.
PMID: 24478138 DOI: 10.1002/jcla.21670

BACKGROUND: Hepatitis C virus (HCV) genotyping is important for treatment and epidemiological purposes. The objective of this study was to evaluate the performance of AmpliSens(®) HCV-1/2/3-FRT kit in comparison to sequencing method for genotyping.
METHODS: A total of 17 samples collected from December 2009 to January 2011 were analyzed. Reverse transcriptase polymerase chain reaction (PCR) was performed, followed by sequencing technique. Results were analyzed based on sequence information in GenBank. A second genotyping method (AmpliSens(®) HCV-1/2/3-FRT) was done, which differentiates HCV genotypes by means of real-time hybridization-fluorescence detection.
RESULTS: From 17 samples, four were untypeable by AmpliSens(®) HCV-1/2/3-FRT. Eleven of 13 (84.6%) results showed concordant genotypes. A specimen that was determined as genotype 3a by sequencing was genotype 1 by the AmpliSens(®) HCV-1/2/3-FRT. Another specimen that was genotype 1 by sequencing was identified as genotype 3 by AmpliSens(®) HCV-1/2/3-FRT.
CONCLUSION: HCV genotyping with AmpliSens(®) HCV-1/2/3-FRT using real-time PCR method provides a much simpler and more feasible workflow with shorter time compared to sequencing method. There was good concordance compared to sequencing method. However, more evaluation studies would be required to show statistical significance, and to troubleshoot discordant results. AmpliSens(®) HCV-1/2/3-FRT does differentiate between genotype but not until subtype level.
Imported Falciparum Malaria: A case series in a tertiary hospital

Mohamed NA, Mansur FAF, Abdul Rahman N

Malays J Pathol, 2020 Apr;42(1):107-110.
PMID: 32342938

INTRODUCTION: Malaysia declared its intent to eliminate malaria by 2020, with a phased goal of achieving zero local transmission. Nonetheless, Malaysia is highl susceptible to malaria importation due to geographical proximity to high-burden countries e.g. Thailand, Myanmar and high influx of foreign workers and students from Asia and Africa.
CASE SERIES: We accumulated all malaria cases diagnosed in a tertiary hospital within a period of two years. Three cases were reported, where all of the patients were foreigners with recent travel history to African countries. All of them were infected by P. falciparum, responded to treatment and discharged well.
DISCUSSION: This case series highlighted the importance of acquiring recent travel history during history taking and having a high index of suspicions on malaria when dealing with feverish patients originated particularly from African countries.
Fulltext 3-[3-(2-Fluoro-benzo-yl)thio-ureido]propionic acid

Ngah N, Mohamed NA, Yamin BM, Mohd Zaki H

Acta Crystallogr Sect E Struct Rep Online, 2014 Jun 1;70(Pt 6):o705.
PMID: 24940277 DOI: 10.1107/S1600536814011404

In the title compound, C10H11FN3O3S, the 2-fluoro-benzoyl and proponic acid groups maintain a trans-cis conformation with respect to the thiono C=S bond across their C-N bonds. The propionic acid group adopts an anti conformation about the C-C bond, with an N-C-C-C torsion angle of 173.8 (2)°. The amino groups are involved in the formation of intra-molecular N-H⋯O and N-H⋯F hydrogen bonds. In the crystal, pairs of O-H⋯O hydrogen bonds link mol-ecules into inversion dimers.
Radial artery injury by a cat fish (Pangasius sutchi) spine sting

Ahmad R, Zaini IZ, Mohamed NA, Roslanuddin MS

Southeast Asian J. Trop. Med. Public Health, 2013 Jul 4;44(4):703-6.
PMID: 24050106

Peripheral vascular injuries result from penetrating or blunt trauma to the extremities. We describe here an unusual cause of a radial artery injury by the spine from the pectoral fin of Pangasius sutchi in a 51 year-old man and we review the literature.
Could antiseptic gargling prevent COVID-19?

Mohamed NA, Ahmad Zainol Hady A, Abdul Aziz AH, Isahak I

Trop Biomed, 2020 Dec 01;37(4):1141-1145.
PMID: 33612766 DOI: 10.47665/tb.37.4.1141

Coronavirus Disease 2019 (COVID-19) has infected more than 8 million people globally since its discovery in December 2019. For COVID-19 prevention, the World Health Organization recommended regular handwashing with soap, cough etiquette, mask wearing and social distancing. However, COVID-19 is rather difficult to contain because of its high transmissibility property. Gargling is effective for reducing infection in the respiratory tract. Most antiseptic gargles have antimicrobial properties against common respiratory pathogens. No published study on the effectiveness of antiseptic gargling among COVID-19 patients has been available to date. This article reviewed available literature on methods and solutions available for gargling and their effect on respiratory tract infections.
Knowledge, attitude and health seeking practice on bats-borne diseases among residents of Tioman Island, Malaysia

Mohamed NA, Said MH, Mohd Rani MD, Ramli S, Isahak I

Trop Biomed, 2019 Sep 01;36(3):709-717.
PMID: 33597493

Bats are slowly gaining recognition as a potential reservoir for viruses harmful to human (Smith and Wang, 2013). Bats are reservoir to viruses causing Ebola virus diseases (EBV) (Leroy et al., 2005), Nipah Encephalitis (NiV) (Chua et al., 2002), SARS(Li et al., 2005) and MERS-CoV (Yang et al., 2015) being the latest one making headlines. About 18 years ago, a major outbreak of Nipah virus encephalitis occurred in Peninsular Malaysia resulted in the deaths of 105 persons and the slaughter of approximately 1.1 million pigs. In 2006, a novel bat orthoreovirus was found to be associated with acute respiratory syndrome in Malaysia. Following that incidents, many studies have been done on bats, particularly to determine their species, behaviour, and antibody level and there were also studies in human on antibody prevalence to batsrelated viruses e.g. Nipah and Hendra and PRV. Humans may become infected with viruses from bats through intermediate host (swine, horse) or through aerosol or direct contact with bats. Communities living adjacent to bat roosts should aware of possible risk of infection transmission from bats. An earlier study in Guatemala demonstrated that risk of exposure to bats in communities near bats roosts was common, but recognition of the potential for disease transmission from bats was low (Moran et al., 2015). Surprisingly, there is no local published data on public awareness towards bats-related infection despite potential risk of getting the infection. This study aimed to determine knowledge and awareness on bat-related infections, attitudes towards bats and practices related to health-seeking behaviours following exposure to bats.
Fulltext Distribution and Antifungal Susceptibility Pattern of Candida species at a Tertiary Hospital in Malaysia

Mohamed NA, Pathmanathan SG, Hussin H, Zaini AB

J Infect Dev Ctries, 2018 Feb 28;12(2):102-108.
PMID: 31825911 DOI: 10.3855/jidc.9634

INTRODUCTION: Invasive Candida infections cause significant mortality and morbidity worldwide. Information on recent trends in species distribution and antifungal resistance in local settings is essential.
METHODOLOGY: Yeast isolates identified through standard culture methods throughout 2014 and 2015 from Hospital Ampang, Malaysia were retrospectively studied. The antifungal susceptibility of Candida species was determined using colorimetric broth microdilution method and MIC values interpreted according to CLSI breakpoints.
RESULTS: Out of all the 149 yeast cultures collected, most were from blood (55.7%) and respiratory specimens (33.6%). Candida tropicalis was the most common (28.9%), followed by C. albicans (26.2%), C. parapsilosis (15.4%), C. glabrata (14.1%), Crytococcus neoformans (6.7%), Trichosporon asahi (3.4%), C. krusei (2.0%), C. famata, C. rugose, C. guilliermondii, C. dublinensis and Trichosporon spp. (0.7% each). Occurrence of C. tropicalis in candidaemia cases was significantly associated to presence of an underlying haematological disorder, while C. albicans isolates in blood were significantly found in absence of such disorders. The four most common Candida species isolated showed high susceptibility to amphotericin B (100%), anidulafungin (100%), micafungin (100%), caspofungin (98.4%), flucytosine (98.4%) and voriconazole (84.1%). However, drug susceptibility to itraconazole and fluconazole was comparatively lower (57.9% and 72.2%, respectively). C. glabrata and C. tropicalis were the least susceptible to these azoles.
CONCLUSION: Prevalence of the high number of non-albicans Candida species with slight predominance of C. tropicalis over C. albicans was observed. Low susceptibility to itraconazole among C. glabrata and C. tropicalis isolates and to fluconazole among C. glabrata isolates warrants for continued surveillance to monitor emerging antifungal resistance.
Fulltext Optimal Training Configurations of a CNN-LSTM-Based Tracker for a Fall Frame Detection System

Mohamed NA, Zulkifley MA, Ibrahim AA, Aouache M

Sensors (Basel), 2021 Sep 28;21(19).
PMID: 34640803 DOI: 10.3390/s21196485

In recent years, there has been an immense amount of research into fall event detection. Generally, a fall event is defined as a situation in which a person unintentionally drops down onto a lower surface. It is crucial to detect the occurrence of fall events as early as possible so that any severe fall consequences can be minimized. Nonetheless, a fall event is a sporadic incidence that occurs seldomly that is falsely detected due to a wide range of fall conditions and situations. Therefore, an automated fall frame detection system, which is referred to as the SmartConvFall is proposed to detect the exact fall frame in a video sequence. It is crucial to know the exact fall frame as it dictates the response time of the system to administer an early treatment to reduce the fall's negative consequences and related injuries. Henceforth, searching for the optimal training configurations is imperative to ensure the main goal of the SmartConvFall is achieved. The proposed SmartConvFall consists of two parts, which are object tracking and instantaneous fall frame detection modules that rely on deep learning representations. The first stage will track the object of interest using a fully convolutional neural network (CNN) tracker. Various training configurations such as optimizer, learning rate, mini-batch size, number of training samples, and region of interest are individually evaluated to determine the best configuration to produce the best tracker model. Meanwhile, the second module goal is to determine the exact instantaneous fall frame by modeling the continuous object trajectories using the Long Short-Term Memory (LSTM) network. Similarly, the LSTM model will undergo various training configurations that cover different types of features selection and the number of stacked layers. The exact instantaneous fall frame is determined using an assumption that a large movement difference with respect to the ground level along the vertical axis can be observed if a fall incident happened. The proposed SmartConvFall is a novel technique as most of the existing methods still relying on detection rather than the tracking module. The SmartConvFall outperforms the state-of-the-art trackers, namely TCNN and MDNET-N trackers, with the highest expected average overlap, robustness, and reliability metrics of 0.1619, 0.6323, and 0.7958, respectively. The SmartConvFall also managed to produce the lowest number of tracking failures with only 43 occasions. Moreover, a three-stack LSTM delivers the lowest mean error with approximately one second delay time in locating the exact instantaneous fall frame. Therefore, the proposed SmartConvFall has demonstrated its potential and suitability to be implemented for a real-time application that could help to avoid any crucial fall consequences such as death and internal bleeding if the early treatment can be administered.
Fulltext Staphylococcus aureus carriage in selected kindergartens in Klang Valley

Mohamed NA, Ramli S, Amin NN, Sulaiman WS, Isahak I, Jamaluddin TZ, et al.

Med J Malaysia, 2016 04;71(2):62-5.
PMID: 27326943 MyJurnal

INTRODUCTION: Nasal colonisation of S. aureus in healthy children was 18% to 30%. One to three percent of them were colonised by Methicillin-resistant Staphlycoccus aureus (MRSA). Although MRSA infection has become increasingly reported, population-based S. aureus and MRSA colonisation estimates are lacking. The main objective of this study was to determine the prevalence of S. aureus carriage among children.

METHODS: Nasal samples for S. aureus culture were obtained from 250 children from three kindergartens in the Klang Valley, after consent was obtained from the children and their parents. Swabs were transported in Stuart medium, and inoculated on mannitol-salt agar within four hours of collection. Identification and disk diffusion test were done according to guidelines. Polymerase chain reaction was done on MRSA isolates for the presence of mecA and lukS/FPV genes.

RESULTS: Overall prevalence of S. aureus and MRSA carriage were 19.2% (48/250) and 1.6% (4/250) respectively. mecA gene was present in all isolates, 50% isolates carried Panton-Valentine leucocidin (PVL) gene. Sccmec type I was found in 2 isolates and the remaining isolates has Sccmec type V.

CONCLUSION: The prevalence of S. aureus and MRSA carriage were similar to other studies. However, risk of contracting severe infection might be higher due to presence of PVL gene in half of the MRSA isolates.
Anti-inflammatory and anti-pyretic properties of Spirulina platensis and Spirulina lonar: a comparative study

Somchit MN, Mohamed NA, Ahmad Z, Zakaria ZA, Shamsuddin L, Omar-Fauzee MS, et al.

Pak J Pharm Sci, 2014 Sep;27(5):1277-80.
PMID: 25176383

Spirulina spp. is a blue-green algae belongs to the family of Oscillatoriaceae, which having diverse biological activity. The aim of this current study was to evaluate and compare the anti-pyretic and anti-inflammatory activity of Spirulina platensis/SP and Spirulina lonar/SL extracts. In the anti-pyretic study, the ability to reduce the rectal temperature of rats induced pyrexia with 2g/kg Brewer's Yeast (BY) was performed. Rats were dosed either 2 or 4 mg/kg SP or SL. Rectal temperature was taken every hour for 8 hours. Results shown that there were significant dose-dependent (p<0.05) reduction of both treatments. However, SP treatment revealed faster reduction in rectal temperature. For anti-inflammatory activity, the reduction in the volume of paw edema induced by Prostaglandin E2 (100 IU/rat intraplantar) was measured. Rats were dosed orally with 2 or 4 mg/kg SP or SL. The paw edema was measured every 30 minutes for 4 hours using plethysmometer. Results had shown a significant dose dependent reduction in diameter of paw edema (p<0.05). The finding suggests that SP and SL extracts have anti-pyretic and anti-inflammatory properties. However, SP was found to be more effective than SL as anti-pyretic and anti-inflammatory agent.
Hepatitis C genotype and associated risks factors of patients at University Kebangsaan Malaysia Medical Centre

Mohamed NA, Zainol Rashid Z, Wong KK, S A A, Rahman MM

Pak J Med Sci, 2013 Sep;29(5):1142-6.
PMID: 24353708

Hepatitis C virus (HCV) genotyping is important for treatment and epidemiological purposes. The objective was to determine HCV genotype and their associations with certain risk factors at University Kebangsaan Malaysia Medical Centre (UKMMC).
Community-acquired methicillin-resistant Staphylococcus aureus in a Malaysian tertiary centre

Rashid ZZ, Bahari N, Othman A, Jaafar R, Mohamed NA, Jabbari I, et al.

Southeast Asian J. Trop. Med. Public Health, 2013 Jan;44(1):104-8.
PMID: 23682444

Abstract. Community-acquired methicillin-resistant Staphylococcus aureus (CA-MRSA) is a pathogen recognized to be distinct in both phenotype and genotype from hospital-acquired MRSA. We have identified CA-MRSA cases in Universiti Kebangsaan Malaysia Medical Centre, Kuala Lumpur, Malaysia, including their antibiotic susceptibility patterns and genotypic characteristics. Cases were identified during January to December 2009 from routine clinical specimens, where culture and antibiotic susceptibility results yielded pauci-resistant MRSA isolates suspected as being CA-MRSA. The patients' clinical data were collected and their specimens were sent for molecular confirmation and analysis. Five cases of CA-MRSA were identified, which had a multi-sensitive pattern on antibiotic susceptibility tests and were resistant to only penicillin and oxacillin. All cases were skin and soft-tissue infections, including diabetic foot with gangrene, infected scalp hematoma, philtrum abscess in a healthcare worker, thrombophlebitis complicated with abscess and infected bedsore. All five cases were confirmed MRSA by detection of mecA. SCCmec typing (ccr and mec complex) revealed SCCmec type IV for all cases except the infected bedsore case. Panton-Valentine leukocidin gene was positive in all isolates. As clinical features among methicillin-sensitive Staphylococcus aureus, CA-MRSA and "nosocomial CA-MRSA" are indistinct, early recognition is necessary in order to initiate appropriate antibiotics and infection control measures. Continual surveillance of pauci-resistant MRSA and molecular analysis are necessary in order to identify emerging strains as well as their epidemiology and transmission, both in the community and in healthcare setting.
Fulltext Reasons for choosing medicine and career suitability among medical students

Khairani O, Mohamed NA, Ismail Z, Shalinawati R, Chamhuri NH, Rahim NS

Medicine & Health, 2018;13(1):97-105.
MyJurnal

Choosing a course to pursue is an important decision for students to make. A suitable career should correspond to the students’ personalitiy for future work satisfaction and success. The objectives of this study were to determine the students’ reasons for choosing medicine, their personality traits and aptitude (suitability). This was a cross-sectional study involving all third-year medical students at Universiti Sains Islam Malaysia. A self-administered questionnaire was used, which included questions on demographic data, Sidek Career Interest Inventory and reasons for choosing medicine. The inventory was used to measure the students’ personality traits and career suitability. A total of 80 students participated in the study. Majority of them were females (n=56, 70.0%). The findings showed that 45.7% (n=44) of the repondents chose medicine because of ‘passion and interest’, while 24.7% (n=20) and 19.8% (n=16) because of ‘parental influence’ and ‘to help the society’, respectively. For medicine, two personality traits are essential which are investigative and social personality traits. Approximately, 47.5% (n=38) of the respondents had high scores in investigative personality trait. However, only 13.8% (n=11) of them had high scores in social personality trait. Only 12.5% (n=10) of the students had high scores when combining both of the traits. Majority of the students chose medicine for altruistic reasons. However, only a few of them had suitable aptitude for this course namely investigative and social skill. Therefore, the students and the teachers need to be aware of these issues and cultivate the required skills in the students for better career outcome.
The study of border zone formation in ischemic heart using electro-chemical coupled computational model

Wan Ab Naim WN, Mokhtarudin MJM, Lim E, Chan BT, Ahmad Bakir A, Nik Mohamed NA

Int J Numer Method Biomed Eng, 2020 11;36(11):e3398.
PMID: 32857480 DOI: 10.1002/cnm.3398

Myocardial infarction (MI) is the most common cause of a heart failure, which occurs due to myocardial ischemia leading to left ventricular (LV) remodeling. LV remodeling particularly occurs at the ischemic area and the region surrounds it, known as the border zone. The role of the border zone in initiating LV remodeling process urges the investigation on the correlation between early border zone changes and remodeling outcome. Thus, this study aims to simulate a preliminary conceptual work of the border zone formation and evolution during onset of MI and its effect towards early LV remodeling processes by incorporating the oxygen concentration effect on the electrophysiology of an idealized three-dimensional LV through electro-chemical coupled mathematical model. The simulation result shows that the region of border zone, represented by the distribution of electrical conductivities, keeps expanding over time. Based on this result, the border zone is also proposed to consist of three sub-regions, namely mildly, moderately, and seriously impaired conductivity regions, which each region categorized depending on its electrical conductivities. This division could be used as a biomarker for classification of reversible and irreversible myocardial injury and will help to identify the different risks for the survival of patient. Larger ischemic size and complete occlusion of the coronary artery can be associated with an increased risk of developing irreversible injury, in particular if the reperfusion treatment is delayed. Increased irreversible injury area can be related with cardiovascular events and will further deteriorate the LV function over time.
Fulltext Povidone iodine gargle and mouthwash

Hassandarvish P, Tiong V, Sazaly AB, Mohamed NA, Arumugam H, Ananthanarayanan A, et al.

Br Dent J, 2020 06;228(12):900.
PMID: 32591671 DOI: 10.1038/s41415-020-1794-1
Fulltext Evaluation of depression and obesity indices based on applications of ANOVA, regression, structural equation modeling and Taguchi algorithm process

Mohamed NA, Alanzi ARA, Azizan NA, Azizan SA, Samsudin N, Jenatabadi HS

Front Psychol, 2023;14:1060963.
PMID: 36910750 DOI: 10.3389/fpsyg.2023.1060963

INTRODUCTION: Depression and obesity are the main threat among women which have been considered by many research scholars in psychology studies. In their analysis for measuring and estimating obesity and depression they were involving statistical functions.
METHODS: Regression, Analysis of Variance (ANOVA), and in the last two decades Structural Equation Modeling are the most familiar statistical methods among research scholars. Taguchi algorism process is one the statistical methods which mostly have been applying in engineering studies. In this study we are looking at two main objectives. The first one is to introduce Taguchi algorism process and apply it in a case study in psychology area. The second objective is challenging among four statistical techniques include ANOVA, regression, SEM, and Taguchi technique in a same data. To achieve those aims we involved depression and obesity indices with other familiar indicators contain socioeconomic, screen time, sleep time, and usage fitness and nutrition mobile applications.
RESULTS AND DISCUSSION: Outputs proved that Taguchi technique is able to analyze some correlations which are not achieved by applying ANOVA, regression, and SEM. Moreover, SEM has a special capability to estimate some hidden correlations which are not possible to evaluate them by using ANOVA, regression, and even Taguchi method. In the last, we found that some correlations are significant by SEM, however, in the same data with regression those correlation were not significant. This paper could be a warning for psychology research scholars to be more careful with involving statistical methods for measuring and estimating of their research variables.
Fulltext State-of-the-art in artificial neural network applications: A survey

Abiodun OI, Jantan A, Omolara AE, Dada KV, Mohamed NA, Arshad H

Heliyon, 2018 Nov;4(11):e00938.
PMID: 30519653 DOI: 10.1016/j.heliyon.2018.e00938

This is a survey of neural network applications in the real-world scenario. It provides a taxonomy of artificial neural networks (ANNs) and furnish the reader with knowledge of current and emerging trends in ANN applications research and area of focus for researchers. Additionally, the study presents ANN application challenges, contributions, compare performances and critiques methods. The study covers many applications of ANN techniques in various disciplines which include computing, science, engineering, medicine, environmental, agriculture, mining, technology, climate, business, arts, and nanotechnology, etc. The study assesses ANN contributions, compare performances and critiques methods. The study found that neural-network models such as feedforward and feedback propagation artificial neural networks are performing better in its application to human problems. Therefore, we proposed feedforward and feedback propagation ANN models for research focus based on data analysis factors like accuracy, processing speed, latency, fault tolerance, volume, scalability, convergence, and performance. Moreover, we recommend that instead of applying a single method, future research can focus on combining ANN models into one network-wide application.

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