Browse publications by year: 2023

  1. Jairoun AA, Al-Hemyari SS, Shahwan M, Humaid Alnuaimi GR, Zyoud SH, Jairoun M
    Res Social Adm Pharm, 2023 Jul;19(7):975-976.
    PMID: 37061346 DOI: 10.1016/j.sapharm.2023.03.012
    MeSH terms: Humans; Pharmaceutical Services*; Pharmacies*; Pharmacy*
  2. Kumar S, Choudhary S, Jain A, Singh K, Ahmadian A, Bajuri MY
    Brain Topogr, 2023 Apr 15.
    PMID: 37061591 DOI: 10.1007/s10548-023-00953-0
    In the field of medical imaging, the classification of brain tumors based on histopathological analysis is a laborious and traditional approach. To address this issue, the use of deep learning techniques, specifically Convolutional Neural Networks (CNNs), has become a popular trend in research and development. Our proposed solution is a novel Convolutional Neural Network that leverages transfer learning to classify brain tumors in MRI images as benign or malignant with high accuracy. We evaluated the performance of our proposed model against several existing pre-trained networks, including Res-Net, Alex-Net, U-Net, and VGG-16. Our results showed a significant improvement in prediction accuracy, precision, recall, and F1-score, respectively, compared to the existing methods. Our proposed method achieved a benign and malignant classification accuracy of 99.30 and 98.40% using improved Res-Net 50. Our proposed system enhances image fusion quality and has the potential to aid in more accurate diagnoses.
  3. AlTamimi JZ, AlFaris NA, Alshwaiyat NM, Alkhalidy H, AlKehayez NM, Alsemari MA, et al.
    Medicine (Baltimore), 2023 Apr 14;102(15):e33555.
    PMID: 37058044 DOI: 10.1097/MD.0000000000033555
    Adults are increasingly eating fast-food, which is connected to adverse health outcomes such as obesity and chronic diseases. This work was carried out to study the prevalence of fast-food intake among a multi-ethnic population of middle-aged men and its connection with sociodemographic factors and obesity. This cross-sectional study enrolled 1800 middle-aged men from Riyadh, Kingdom of Saudi Arabia. A valid and reliable questionnaire was used to assess participants fast-food intake frequency. Fast-food was consumed weekly by 87.8% of participants and daily by 45.6% of participants. The nationality of participants was determined as a predictor of fast-food intake. The highest and lowest prevalence of weekly fast-food intake was reported among Turkish (99.6%) and Sudanese (48.3%) participants. The highest and lowest daily intake rates were reported among participants from the Philippines (85.9%) and Bangladesh (10.0%). Another factor predicting fast-food intake was obesity. Obese participants had a significantly higher odds ratio (OR) of weekly (OR = 5.83, P
    MeSH terms: Adult; Cross-Sectional Studies; Eating; Ethnic Groups*; Feeding Behavior; Humans; Male; Middle Aged; Obesity/epidemiology; Saudi Arabia/epidemiology; Body Mass Index; Prevalence
  4. Osland EJ, Yunus RM, Khan S, Memon MA
    Surg Laparosc Endosc Percutan Tech, 2023 Jun 01;33(3):241-248.
    PMID: 37058440 DOI: 10.1097/SLE.0000000000001156
    BACKGROUND: Laparoscopic vertical sleeve gastrectomy (LVSG) is now the most commonly performed bariatric procedure; however, it remains to be elucidated if it delivers equivalent long-term comorbid disease resolution outcomes similar to the longer established laparoscopic Roux-en-Y gastric bypass (LRYGB). We undertook a systematic review and meta-analysis of randomized controlled trials (RCTs) to investigate the comparative 5-year outcomes of both procedures.

    METHODS: Electronic databases (Pubmed, EMBASE, CINAHL) were searched for RCTs conducted in adults (>18y) that compared the 5-year- outcomes of LVSG to LRYGB and described comorbidity outcomes were included. Where data allowed, effect sizes were calculated using the Hartung-Knapp-Sidik-Jonkman estimation method for random effects model. Presence of bias was assessed with Cochrane Risk of Bias 2.0 and funnel plots, and certainty of evidence evaluated by GRADE. The study prospectively registered with PROSPERO (CRD42018112054).

    RESULTS: Three RCTs (LVSG=254, LRYGB=255) met inclusion criteria and reported on chronic disease outcomes. Improvement and/or resolution of hypertension favoured LRYGB (odds ratio 0.49, 95% CI 0.29, 0.84; P =0.03). Trends favoring LRYGB were seen for type 2 diabetes and dysplidemia, and LVSG for sleep apnea and back/joint conditions ( P >0.05). The certainty of evidence associated with each assessed outcome ranged from low to very low, in the setting of 'some' to 'high' bias assessed as being present.

    CONCLUSION: Both LRYGB and LVSG are effective in providing long-term improvements in commonly experienced obesity-related comorbidities; however, the limited certainty of the evidence does not allow for strong clinical conclusions to be made at this time regarding benefit of one procedure over the other.

    MeSH terms: Adult; Gastrectomy/methods; Humans; Comorbidity; Randomized Controlled Trials as Topic; Treatment Outcome
  5. Muhamad NA, Subhas N, Mustapha N, Abdullah N, Muhamad Rasat MA, Ab Ghani RM, et al.
    PLOS Glob Public Health, 2023;3(4):e0001823.
    PMID: 37058465 DOI: 10.1371/journal.pgph.0001823
    INTRODUCTION: The COVID-19 pandemic has become the greatest challenge of the new millennium. Most healthcare workers (HCWs) experienced unprecedented levels of workload since the pandemic. This study aims to identify the prevalence and factors of depression, anxiety and stress among HCWs in Malaysian healthcare facilities in the midst of the pandemic due to the SARs-CoV-2.

    METHODS: An emergency response programme on mental health was conducted from June to September 2020. A standardized data collection form was distributed among the HCWs in the government hospital in Klang Valley. The form contained basic demographic information and the self-reported Malay version of the Depression, Anxiety and Stress scale (BM DASS-21).

    RESULTS: Of the1,300 staff who attended the Mental Health and Psychosocial Support in Covid-19 (MHPSS COVID-19) programme, 996 staff (21.6% male, 78.4% female) completed the online survey (response rate: 76.6%). Result showed that staff aged above 40 years old were almost two times more likely to have anxiety (AOR = 1.632; 95% CI = 1.141-2.334, p:0.007) and depression (AOR = 1.637; 95% CI = 1.1.06-2.423, p:0.014) as compared to staff who were less than 40 years old. Those who had direct involvement with COVID-19 patients were likely to suffer stress (AOR = 0.596; 95% CI = 0.418-0.849, p:0.004), anxiety (AOR = 0.706; 95% Ci = 0.503-0.990, p:0.044) and depression (AOR = 0.630; 95% Ci = 0.427-0.928, p:0.019). HCWs with stress (AOR = 0.638; 95% CI of 0.476-0.856, p = 0.003), anxiety (AOR = 0.720; 95% CI 0.542-0.958, p = 0.024) and depression (AOR = 0.657; 95% CI 0.480-0.901, p = 0.009) showed less confidence to treat critically ill patients and need psychological help during outbreak.

    CONCLUSION: This study showed the importance of psychosocial support to reduce psychological distress among HCWs when working or coping during the COVID-19 pandemic or outbreak.

  6. Hayat M, Ahmad N, Mohkumuddin S, Ali Khan SL, Khan AH, Haq NU, et al.
    PLoS One, 2023;18(4):e0284439.
    PMID: 37058504 DOI: 10.1371/journal.pone.0284439
    BACKGROUND: Drug therapy problems (DTPs) are common among patients suffering from chronic kidney disease (CKD). However, there is a lack of information about DTPs and its predictors among CKD patients from Pakistan.

    OBJECTIVES: To evaluate the frequency, type and predictors of various types of DTPs among CKD patients at a tertiary-care hospital in Pakistan.

    METHODOLOGY: This was a cross-sectional study carried out at Sandeman Provincial Hospital, Quetta between 1-11-2020 and 31-1-2021. It included 303 non-dialysis ambulatory patients of CKD-stage 3 and above. Cipolle et al., criterion was used for classifying the DTPs and a clinician at the study site checked the identified DTPs for accuracy. Data were analyzed by SPSS 23. Multivariate analysis was conducted to find the predictors of individual types of DTPs. A p-value <0.05 was considered statistically significant.

    RESULTS: The patients received a total of 2265 drugs with a median of eight drugs per patient (range: 3-15 drugs). A total of 576 DTPs were identified among 86.1% patients with a median of two DTPs (interquartile range 1-3) per patient. Dosage too high (53.5%) was the most common DTP followed by adverse drug reactions (ADRs) (50.5%) and need of additional drug therapy (37.6%). In multivariate analysis, patients' age of >40 years emerged as a predictor of unnecessary drug therapy and dosage too high. The odds of needing a different drug product was significantly high in patients with cardiovascular diseases (CVD) and diabetes mellitus (DM). The dosage too low had significant association with CVD. The risk of ADRs was significantly high in elderly patients (>60 years) and those with CVD. The presence of hypertension, DM and CKD stage-5 emerged as predictors of dosage too high.

    CONCLUSION: This study revealed a high prevalence of DTPs among CKD patients. Targeted interventions in high risk patients may reduce the frequency of DTPs at the study site.

    MeSH terms: Adult; Aged; Cardiovascular Diseases*; Cross-Sectional Studies; Humans; Pakistan/epidemiology; Tertiary Care Centers; Drug-Related Side Effects and Adverse Reactions*
  7. Pai ARV
    Br Dent J, 2023 Apr;234(7):488.
    PMID: 37059753 DOI: 10.1038/s41415-023-5755-3
    MeSH terms: Dental Pulp Cavity*; Therapeutic Irrigation/adverse effects; Root Canal Irrigants; Root Canal Preparation
  8. Suardi N, Germanam SJ, Rahim NAYM
    Lasers Med Sci, 2023 Apr 14;38(1):99.
    PMID: 37059895 DOI: 10.1007/s10103-023-03766-6
    Although positive photobiomodulation response on wound healing, tissue repair, and therapeutic treatment has been widely reported, additional works are still needed to understand its effects on human blood. This research carried out acoustic measurements using A-scan (GAMPT) ultrasonic techniques to elucidate the photobiomodulation effects on in vitro human blood samples as therapeutic treatment measures. The human blood samples were irradiated using a 532-nm laser with different output laser powers (60 and 80 mW) at various exposure times. The ultrasonic velocity measured in the human blood samples after laser irradiation showed significant changes, most of which were within the acceptance limit for soft tissues (1570 [Formula: see text] 30 m/s). Abnormal cells (echinocyte and crenation) were observed due to excessive exposure during laser treatment.
    MeSH terms: Acoustics; Humans; Light; Wound Healing/radiation effects; Lasers, Semiconductor
  9. Pradipta IS, Aprilio K, Febriyanti RM, Ningsih YF, Pratama MAA, Indradi RB, et al.
    BMC Complement Med Ther, 2023 Apr 14;23(1):120.
    PMID: 37060056 DOI: 10.1186/s12906-023-03947-4
    BACKGROUND: Traditional medicine (TM) is commonly used as a treatment in Indonesia. This raises the need for an analysis of its potential development and irrational use. Therefore, we analyze the proportion of TM users among chronic disease patients and its associated characteristics to optimize the use of TM in Indonesia.

    METHODS: A cross-sectional study of treated adult chronic disease patients was conducted using the fifth Indonesian Family Life Survey (IFLS-5) database. Descriptive analysis was used to identify the proportion of TM users, while a multivariate logistic regression was used to analyze their characteristics.

    RESULTS: This study included 4901 subjects and identified 27.1% as TM users. The highest TM use was in subjects with cancer (43.9%), liver issues (38.3%), cholesterol issues (34.3%), diabetes (33.6%), and stroke (31.7%). Characteristics associated with TM users were a perception of one's current health as unhealthy (OR 2.59, 95% CI 1.76-3.81), low medication adherence (OR 2.49, 95% CI 2.17-2.85), age above 65 years (OR 2.17, 95% CI 1.63-2.90), having higher education (OR 1.64, 95% CI 1.17-2.29), and residence outside of Java (OR 1.27, 95% CI 1.11-1.45).

    CONCLUSIONS: Low medication adherence among TM users highlights the potentially irrational use of treatment in chronic diseases. Nevertheless, the longstanding use of TM users indicates the potential for its development. Further studies and interventions are needed to optimize TM use in Indonesia.

    MeSH terms: Adult; Aged; Chronic Disease; Cross-Sectional Studies; Humans; Indonesia/epidemiology; Medicine, Traditional*
  10. Zhao X, Gopinath SCB, Zhao W
    Biotechnol Appl Biochem, 2023 Apr;70(2):502-508.
    PMID: 35661417 DOI: 10.1002/bab.2372
    Abdominal aortic aneurysm (AAA), a medical complication, occurs when the aortic area becomes swollen and very large. It is mandatory to identify AAA to avoid the breakdown of aneurysms. C-reactive protein (CRP) has been recognized as one of the biomarkers for identifying AAA due to the possibility of CRP produced in vascular tissue, which contributes to the formation of an aneurysm, and it is elevated in patients with a ruptured AAA. This research work was designed to develop an immunosensor on a multiwalled carbon nanotube (MWCNT)-modified surface to quantify the CRP level. Anti-CRP specificity was constructed on the MWCNT surface through a silane linker to interact with CRP. The detection limit of CRP was calculated as 100 pM with an R2 (determination coefficient) value of 0.9855 (y = 2.3446x - 1.9922) on a linear regression graph. The dose-dependent linear pattern was registered from 200 to 3000 pM and attained the saturation level during binding at 3000 pM. Furthermore, serum-spiked CRP showed a clear increase in the current response, proving the specific recognition of CRP in biological samples. This designed biosensor identifies CRP at a lower level and can help diagnose AAA.
    MeSH terms: C-Reactive Protein/metabolism; Humans; Immunoassay; Biosensing Techniques*; Biomarkers; Nanotubes, Carbon*
  11. Qin D, Gong Q, Li X, Gao Y, Gopinath SCB, Chen Y, et al.
    Biotechnol Appl Biochem, 2023 Apr;70(2):553-559.
    PMID: 35725894 DOI: 10.1002/bab.2377
    Mycoplasma pneumoniae is a highly infectious bacterium and the major cause of pneumonia especially in school-going children. Mycoplasma pneumoniae affects the respiratory tract, and 25% of patients experience health-related problems. It is important to have a suitable method to detect M. pneumoniae, and gold nanoparticle (GNP)-based colorimetric biosensing was used in this study to identify the specific target DNA for M. pneumoniae. The color of GNPs changes due to negatively charged GNPs in the presence of positively charged monovalent (Na+ ) ions from NaCl. This condition is reversed in the presence of a single-stranded oligonucleotide, as it attracts GNPs but not in the presence of double-stranded DNA. Single standard capture DNA was mixed with optimal target DNA that cannot be adsorbed by GNPs; under this condition, GNPs are not stabilized and aggregate at high ionic strength (from 100 mM). Without capture DNA, the GNPs that were stabilized by capture DNA (from 1 μM) became more stable under high ionic conditions and retaining their red color. The GNPs turned blue in the presence of target DNA at concentrations of 1 pM, and the GNPs retained a red color when there was no target in the solution. This method is useful for the simple, easy, and accurate identification of M. pneumoniae target DNA at higher discrimination and without involving sophisticated equipment, and this method provides a diagnostic for M. pneumoniae.
    MeSH terms: Child; Colorimetry/methods; DNA; Gold; Humans; Ions; Metal Nanoparticles*
  12. Hui H, Gopinath SCB, Ismail ZH, Chen Y, Pandian K, Velusamy P
    Biotechnol Appl Biochem, 2023 Apr;70(2):581-591.
    PMID: 35765758 DOI: 10.1002/bab.2380
    Myocardial infarction (MI) is highly related to cardiac arrest leading to death and organ damage. Radiological techniques and electrocardiography have been used as preliminary tests to diagnose MI; however, these techniques are not sensitive enough for early-stage detection. A blood biomarker-based diagnosis is an immediate solution, and due to the high correlation of troponin with MI, it has been considered to be a gold-standard biomarker. In the present research, the cardiac biomarker troponin I (cTnI) was detected on an interdigitated electrode sensor with various surface interfaces. To detect cTnI, a capture aptamer-conjugated gold nanoparticle probe and detection antibody probe were utilized and compared through an alternating sandwich pattern. The surface metal oxide morphology of the developed sensor was proven by microscopic assessments. The limit of detection with the aptamer-gold-cTnI-antibody sandwich pattern was 100 aM, while it was 1 fM with antibody-gold-cTnI-aptamer, representing 10-fold differences. Further, the high performance of the sensor was confirmed by selective cTnI determination in serum, exhibiting superior nonfouling. These methods of determination provide options for generating novel assays for diagnosing MI.
    MeSH terms: Antibodies; Gold; Humans; Immunoassay; Oxides; Biomarkers; Troponin I; Aptamers, Nucleotide*; Metal Nanoparticles*; Electrochemical Techniques/methods; Limit of Detection
  13. Cheah YT, Ng BW, Tan TL, Chia ZS, Chan DJC
    Biotechnol Appl Biochem, 2023 Apr;70(2):568-580.
    PMID: 35767864 DOI: 10.1002/bab.2379
    Eicosapentaenoic acid (EPA) could be extracted from diatoms such as Amphora sp. present abundantly in the ecosystems. In view of the key environmental and nutritional factors governing the diatoms growth rate, culture conditions were optimized for the biomass yield, total lipid content, EPA yield, and fatty acid composition under two main cultivation regimes: photoautotrophic and heterotrophic. The fastest growth rate about 0.20 ± 0.02 g/L and the highest EPA yield about 9.19 ± 3.56 mg EPA/g biomass were obtained by adding 10 g/L glucose and sucrose, respectively. Under photoautotrophic culture conditions, Amphora sp. rendered higher EPA yield at 100 rpm and 16:8 light/dark cycle. Total fatty acids produced predominantly comprised of an approximate 40-70% of saturated fatty acids, followed by 10-27% of monounsaturated fatty acids and then 8-25% of polyunsaturated fatty acids. These findings were able to pave a way for huge-scale microalgal biomass production in commercial EPA production.
    MeSH terms: Fatty Acids; Eicosapentaenoic Acid; Diatoms*; Ecosystem; Biomass; Microalgae*
  14. Teh CS, Abdullah NA, Kamaruddin NR, Mohd Judi KB, Fadzilah I, Zainun Z, et al.
    Ann Otol Rhinol Laryngol, 2023 May;132(5):566-577.
    PMID: 35794811 DOI: 10.1177/00034894221111408
    INTRODUCTION: Persistent postural-perceptual dizziness (PPPD) is a chronic functional vestibular disorder where there is persistent dizziness or unsteadiness occurring on most days for more than 3 months duration. Treatment recommendations for PPPD include vestibular rehabilitation therapy (VRT) with or without medications and/or cognitive behavioral therapy.

    OBJECTIVES: This paper is a pilot study designed to compare the effects of Bal Ex as a home-based VRT on the quality of life (EQ-5D), dizziness handicap (DHI) and mental health (DASS-21) against hospital-based VRT.

    DESIGN: This was an assessor-blinded, randomized controlled pilot study where PPPD patients were randomly selected to undergo Bal Ex, the home-based VRT (intervention group) or hospital-based (control group) VRT. The participants were reviewed at 4 weeks and 12 weeks after the start of therapy to assess the primary endpoints using the subjective improvement in symptoms as reported by patients, changes in DHI scores, DASS-21 scores and EQ5D VAS scores.

    RESULTS: Thirty PPPD patients successfully completed the study with 15 in each study group. Within 4 weeks, there were significant improvements in the total DHI scores as well as anxiety levels. By the end of 12 weeks, there were significant improvements in the DHI, DASS-21 and EQ5D. The degree of improvement between Bal Ex and the control was comparable.

    CONCLUSION: VRT is an effective modality in significantly improving quality of life, dizziness handicap, depression, and anxiety levels within 3 months in PPPD. Preliminary results show Bal Ex is as effective as hospital-based VRT and should be considered as a treatment option for PPPD.

    MeSH terms: Postural Balance; Humans; Pilot Projects; Quality of Life; Vertigo; Vestibular Diseases*
  15. Lai JS, Tan CK, Yusoff K, Cheah SC
    Biotechnol Appl Biochem, 2023 Apr;70(2):603-612.
    PMID: 35830743 DOI: 10.1002/bab.2383
    Excessive salt consumption has been associated with greater risk of hypertension. Therefore, monitoring of dietary sodium consumption should be prioritized. As sodium is mainly excreted through urine, 24-h urine sample can be used to estimate individual sodium intake. Thus, a simple and inexpensive semi-quantitative urinary sodium detection test strip was developed based on the enzymatic reaction between β-galactosidase and chlorophenol red-β-d-galactopyranoside. When tested, color formation was distinguished at 0 M (chartreuse yellow), 0.05 M (sunflower), 0.1-0.15 M (mango tango), and 0.2-0.25 M (persimmon) sodium. Analysis from ImageJ showed a linear result (r2  > 0.9), low SD, and significant increase in magenta difference (p 2 days in adverse storage conditions (laboratory conditions, ∼80% relative humidity, 40°C, and direct light exposure) when stored in test strip bottles, and even shorter when exposed to the environment. The presence of urinary potassium, urea, and glucose did not affect test strip performance. Test strip produced comparable results to flame photometry with <15% variation when tested on overnight, random spot, and 24-h urine samples. Overall, the developed test strip can be used to enzymatically semi-quantify 0.05-0.25 M sodium.
    MeSH terms: Humans; Hypertension*; Sodium*; Sodium Chloride; Urea; Sodium Chloride, Dietary/adverse effects
  16. Jasim RK, Singh D, Gam LH
    Biotechnol Appl Biochem, 2023 Apr;70(2):707-715.
    PMID: 35931067 DOI: 10.1002/bab.2392
    Kratom (Mitragyna speciosa Korth) has been used traditionally in Southeast Asia for its therapeutic properties. The major alkaloid of kratom, mitragynine, binds to opioid receptors to give opioid-like effects that causes addiction. In our previous study, we have identified AZ122 as a unique biomarker in habitual or regular kratom users through analysis of their urinary protein profiles. We aimed to develop and validate a screening method by means of enzyme-linked immunosorbent assay (ELISA) for detection of kratom habitual users. An ELISA approach was applied for the development of a screening method using urinary AZ122 as biomarker. Method validation was carried out using three quality control materials at different concentration of AZ122. The data was analyzed statistically using SPSS (Version 25). The ELISA was presented with Pearson correlation coefficient of 0.9993. The repeatability and reproducibility were presented at CV <7%, while the accuracy ranged from 78 to 96% at various AZ112 concentrations. Upon testing on 176 male respondents (n = 88 regular kratom users and n = 88 healthy controls), the specificity and sensitivity of the assay were both 100%. The ELISA has been validated and can be potentially used as a reliable screening test for detection of kratom habitual users.
    MeSH terms: Plant Extracts; Reproducibility of Results; Biomarkers; Mitragyna*; Secologanin Tryptamine Alkaloids*
  17. Wong JW, Yang X, Zhao Q, Xue Y, Lok TJ, Wang L, et al.
    ACS Macro Lett, 2023 Apr 13.
    PMID: 37052196 DOI: 10.1021/acsmacrolett.3c00017
    Shape-memory polymers (SMPs) have demonstrated potential for use in automotive, biomedical, and aerospace industries. However, ensuring the sustainability of these materials remains a challenge. Herein, a sustainable approach to synthesize a semicrystalline polymer using biomass-derivable precursors via catalyst-free polyesterification is presented. The synthesized biodegradable polymer, poly(1,8-octanediol-co-1,12-dodecanedioate-co-citrate) (PODDC), exhibits excellent shape-memory properties, as evidenced by good shape fixity and shape recovery ratios of 98%, along with a large reversible actuation strain of 28%. Without the use of a catalyst, the mild polymerization enables the reconfiguration of the partially cured two-dimensional (2D) film to a three-dimensional (3D) geometric form in the middle process. This study appears to be a step forward in developing sustainable SMPs and a simple way for constructing a 3D structure of a permanent shape.
  18. Ariffin N, Juahir H, Umar R, Makhtar M, Hanapi NHM, Ismail A, et al.
    PMID: 37052834 DOI: 10.1007/s11356-023-26665-3
    This study aimed to classify the spatiotemporal analysis of rainwater quality before and during the Movement Control Order (MCO) implementation due to the COVID-19 pandemic. Chemometric analysis was carried out on rainwater samples collected from 24-gauge stations throughout Malaysia to determine the samples' chemical content, pH, and conductivity. Other than that, hierarchical agglomerative cluster analysis (HACA) and discriminant analysis (DA) were used to classify the quality of rainwater at each location into four clusters, namely good, satisfactory, moderate, and bad clusters. Note that DA was carried out on the predefined clusters. The reduction in acidity levels occurred in 11 stations (46% of overall stations) after the MCO was implemented. Chemical content and ion abundance followed a downward trend, indicating that Cl- and Na+ were the most dominant among the anions and cations. Apart from that, NH4+, Ca2+, NO3-, and SO42- concentrations were evident in areas with significant anthropogenic activity, as there was a difference in the total chemical content in rainwater when compared before and during the MCO. Based on the dataset before the MCO, 75% of gauge stations were in the good cluster, 8.3% in the satisfactory cluster, 12.5% in the moderate cluster, and 4.2% in the bad cluster. Meanwhile, the dataset during the MCO shows that 72.7% of gauge stations were in the good cluster, 9.1% in the satisfactory cluster, 9.1% in the moderate, and 4.5% in the bad cluster. From this study, the chemometric analysis of the year 2020 rainwater chemical composite dataset strongly indicates that reduction of human activities during MCO affected the quality of rainwater.
  19. Hayano W, Kerscher M, Day D, Ogilvie A, Pavicic T, Lim T, et al.
    Aesthet Surg J, 2023 Apr 13.
    PMID: 37052953 DOI: 10.1093/asj/sjad103
    BACKGROUND: The use of validated scales is still considered the gold standard in evaluating the severity of an aesthetic facial condition.

    OBJECTIVES: The objective of this investigation was to create and validate 5-point photo numeric scales which assess perioral lines and marionette lines.

    METHODS: A medical team created two different novel 5-point photonumeric scale for the assessment of perioral lines and marionette lines. Eleven international raters were involved in the digital validation, while 4 raters performed a live validation.

    RESULTS: For the Croma Static Perioral Lines-Assessment Scale digital inter-rater ICCs were 0.88 [95% CI: 0.85-0.91] in the first rating and 0.87 [0.83-0.90] in the second rating. The digital intra-rater ICCs were 0.90 [95% CI: 0.87-0.92]. In the live rating, the inter-rater ICCs were 0.89 [95% CI: 0.85-0.93] in the first rating and 0.91 [95% CI: 0.87-0.93] in the second rating with an intra-rater ICC of 0.91 [95% CI: 0.88-0.95]. For the Croma Marionette Lines-Assessment scale the digital rating inter-rater ICCs were 0.85 [95% CI: 0.81-0.89] in the first rating and 0.87 [95% CI: 0.84-0.90] in the second rating with an intra-rater ICC of 0.89 [95% CI: 0.88-0.91]. In the live rating, the inter-rater ICCs were 0.73 [95% CI: 0.54-0.83] in the first rating and 0.79 [95% CI: 0.65-0.87] in the second rating with an intra-rater ICC of 0.88 [95% CI: 0.83-0.94].

    CONCLUSIONS: It is to be concluded that the Croma Static Perioral Lines-Assessment Scale and the Croma Marionette Lines-Assessment Scale have exceptional inter- and intra-rater agreements to be justifiably used in the clinical and study setting for all ethnic groups.

  20. Asim Shahid M, Alam MM, Mohd Su'ud M
    PLoS One, 2023;18(4):e0284209.
    PMID: 37053173 DOI: 10.1371/journal.pone.0284209
    The benefits and opportunities offered by cloud computing are among the fastest-growing technologies in the computer industry. Additionally, it addresses the difficulties and issues that make more users more likely to accept and use the technology. The proposed research comprised of machine learning (ML) algorithms is Naïve Bayes (NB), Library Support Vector Machine (LibSVM), Multinomial Logistic Regression (MLR), Sequential Minimal Optimization (SMO), K Nearest Neighbor (KNN), and Random Forest (RF) to compare the classifier gives better results in accuracy and less fault prediction. In this research, the secondary data results (CPU-Mem Mono) give the highest percentage of accuracy and less fault prediction on the NB classifier in terms of 80/20 (77.01%), 70/30 (76.05%), and 5 folds cross-validation (74.88%), and (CPU-Mem Multi) in terms of 80/20 (89.72%), 70/30 (90.28%), and 5 folds cross-validation (92.83%). Furthermore, on (HDD Mono) the SMO classifier gives the highest percentage of accuracy and less fault prediction fault in terms of 80/20 (87.72%), 70/30 (89.41%), and 5 folds cross-validation (88.38%), and (HDD-Multi) in terms of 80/20 (93.64%), 70/30 (90.91%), and 5 folds cross-validation (88.20%). Whereas, primary data results found RF classifier gives the highest percentage of accuracy and less fault prediction in terms of 80/20 (97.14%), 70/30 (96.19%), and 5 folds cross-validation (95.85%) in the primary data results, but the algorithm complexity (0.17 seconds) is not good. In terms of 80/20 (95.71%), 70/30 (95.71%), and 5 folds cross-validation (95.71%), SMO has the second highest accuracy and less fault prediction, but the algorithm complexity is good (0.3 seconds). The difference in accuracy and less fault prediction between RF and SMO is only (.13%), and the difference in time complexity is (14 seconds). We have decided that we will modify SMO. Finally, the Modified Sequential Minimal Optimization (MSMO) Algorithm method has been proposed to get the highest accuracy & less fault prediction errors in terms of 80/20 (96.42%), 70/30 (96.42%), & 5 fold cross validation (96.50%).
    MeSH terms: Machine Learning*; Algorithms*; Bayes Theorem; Support Vector Machine
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