Medicine and Health Sciences Commons^™

Comparison Of Experiences In Two Birth Cohorts Comprising Young Families With Children Under Four Years During The Initial Covid-19 Lockdown In Australia And The Uk: A Qualitative Study, Lisa Y. Gibson, Bridget Lockyer, Josie Dickerson, Charlotte Endacott, Sally Bridges, Rosemary R. C. Mceachan, Kate E. Pickett, Sarah Whalan, Natasha L. Bear, Desiree T. Silva, Susan L. Prescott, Jacqueline A. Davis

Research outputs 2014 to 2021

This study aims to understand the experience and impact of the initial COVID-19 lock-down in young families with children aged below 4 years. Free text questions were administered to participants in the ORIGINS (Australia) and Born in Bradford (UK) cohort studies to collect qualitative information on worries, concerns and enjoyable experiences during the pandemic. A total of 903 (400 for ORIGINS and 503 for BiB) participants completed the two surveys during April 2020. Despite varying in geography, levels of socio-economic disadvantage and their situational context during the pandemic, respondents from both cohorts reported similar worries and challenges during the lockdown …

A Novel Boot Camp Program To Help Guide Personalized Exercise In People With Parkinson Disease, Josefa Domingos, John Dean, Travis M. Cruickshank, Katarzyna Śmiłowska, Júlio Belo Fernandes, Catarina Godinho

Research outputs 2014 to 2021

Given the variety of exercise programs available for people with Parkinson’s disease (PD), such individuals may struggle to make decisions about what exercise to perform. The objective of this study was to assess the usefulness, satisfaction, and preferences regarding participation in a PD-personalized educational and exercise boot camp program. Attendees participated in a four-day program consisting of exercise sessions, workshops, and social activities. We collected demographic and clinical information. We assessed satisfaction and preferences immediately after. At one-month follow-up, participants assessed usefulness and changes in exercise habits. Eight individuals diagnosed with PD, with a mean age of 59.5 ± 6.8 …

Potential Of Sorghum Polyphenols To Prevent And Treat Alzheimer's Disease: A Review Article, Nasim Rezaee, Warnakulasuriya Mary Ann Dipika Fernando, Eugene Hone, Hamid R. Sohrabi, Stuart K. Johnson, Stuart Gunzburg, Ralph Martins

Research outputs 2014 to 2021

Alzheimer’s disease (AD) is characterized by the excessive deposition of extracellular amyloid-beta peptide (Aβ) and the build-up of intracellular neurofibrillary tangles containing hyperphosphorylated tau proteins. This leads to neuronal damage, cell death and consequently results in memory and learning impairments leading to dementia. Although the exact cause of AD is not yet clear, numerous studies indicate that oxidative stress, inflammation, and mitochondrial dysfunction significantly contribute to its onset and progression. There is no effective therapeutic approach to stop the progression of AD and its associated symptoms. Thus, early intervention, preferably, pre-clinically when the brain is not significantly affected, is a …

Influence Of The Covid-19 Pandemic On Mood And Training In Australian Community Tennis Players, Mitchell Turner, Philipp Beranek, Shane L. Rogers, Kazunori Nosaka, Olivier Girard, Travis Cruickshank

Research outputs 2014 to 2021

The COVID-19 outbreak has led to the implementation of strict restrictions in Australia, which have severely impacted sporting activities. Tennis is played by 6.2% of the population within the Oceania region, and is a valuable sport for maintaining social, mental, and physical health. Current literature indicates the COVID-19 pandemic has negatively affected the mental health of Australian residents. The aim of this study was to investigate changes in training and match play due to the outbreak, and its effects on emotional well-being of Australian senior tennis players. Additionally, explore any differences between middle aged (41-60 years) and senior (61 years …

Kinematic And Neuromuscular Measures Of Intensity During Drop Jumps In Female Volleyball Players, Maximiliano Torres-Banduc, Rodrigo Ramirez-Campillo, David Cristobal Andrade, Julio Calleja-González, Pantelis Theo Nikolaidis, John J. Mcmahon, Paul Comfort

Research outputs 2014 to 2021

The aim of this study was to assess drop jump (DJ) performance variables (jump height, contact time, and reactive strength index) concomitant to surface electromyography (sEMG) of lower limb muscles during DJs from different drop heights (intensities). The eccentric and concentric phase sEMG from the gastrocnemius medialis, biceps femoris, and vastus medialis muscles were assessed during all tests, with sEMG activity normalized to maximal voluntary isometric contraction (MVIC). In a cross-sectional, study, 10 amateur female volleyball players (age 22.1 ± 1.8 years; body mass 72.9 ± 15.2 kg; height 1.70 ± 0.08 m) completed DJs from six heights [15-90 cm …

Joint Angles In Elbow Flexor Unilateral Resistance Exercise Training Determine Its Effects On Muscle Strength And Thickness Of Trained And Non-Trained Arms, Shigeru Sato, Riku Yoshida, Ryosuke Kiyono, Kaoru Yahata, Koki Yasaka, João Pedro Nunes, Kazunori Nosaka, Masatoshi Nakamura

Research outputs 2014 to 2021

The present study compared two unilateral arm curl resistance exercise protocols with a different starting and finishing elbow joint angle in the same ROM for changes in elbow flexors strength and muscle thickness of the trained and non-trained arms. Thirty-two non-resistance trained young adults were randomly assigned to one of the three groups: extended joint training (0°-50°; EXT, = 12); flexed joint training (80°-130°; FLE, = 12); and non-training control ( = 8). The exercise training was performed by the dominant arms twice a week for 5 weeks with gradual increases in the training volume over 10 training sessions, and …

Polygenic Score Modifies Risk For Alzheimer's Disease In Ε4 Homozygotes At Phenotypic Extremes, Aamira J. Huq, Brian Fulton-Howard, Moeen Riaz, Simon Laws, Robert Sebra, Joanne Ryan, Alzheimer’S Disease Genetics Consortium, Alan E. Renton, Alison M. Goate, Colin L. Masters, Elsdon Storey, Raj C. Shah, Anne Murray, John Mcneil, Ingrid Winship, Paul A. Jones

Research outputs 2014 to 2021

Introduction: Diversity in cognition among apolipoprotein E () ε4 homozygotes can range from early-onset Alzheimer's disease (AD) to a lifetime with no symptoms. Methods: We evaluated a phenotypic extreme polygenic risk score (PRS) for AD between cognitively healthy ε4 homozygotes aged ≥75 years (n = 213) and early-onset ε4 homozygote AD cases aged ≤65 years (n = 223) as an explanation for this diversity. Results: The PRS for AD was significantly higher in ε4 homozygote AD cases compared to older cognitively healthy ε4/ε4 controls (odds ratio [OR] 8.39; confidence interval [CI] 2.0-35.2; = .003). The difference in the same PRS …

The Development Of Aboriginal Brain Injury Coordinator Positions: A Culturally Secure Rehabilitation Service Initiative As Part Of A Clinical Trial, Elizabeth Armstrong, Kathy Mccoy, Rebecca Clinch, Maureen Merritt, Renee Speedy, Meaghan Mcallister, Kym Heine, Natalie Ciccone, Melanie Robinson, Julie Coffin

Research outputs 2014 to 2021

Brain injury, resulting from stroke and traumatic brain injury, is a common occurrence in Australia, with Aboriginal people affected at a significant rate and impact felt by individuals, families and communities. Access to brain injury rehabilitation services for Aboriginal people is reported to be often limited, with very little support outside the hospital environment. Our research involving Aboriginal brain injury survivors and their families to date has revealed that people often manage ‘on their own’ following such events. Following recommendations from survivors and their families, the Healing Right Way clinical trial, currently underway in Western Australia, has created the role …

Early Childhood Caries, Primary Caregiver Oral Health Knowledge And Behaviours And Associated Sociological Factors In Australia: A Systematic Scoping Review, Lesley Andrew, Ruth M. Wallace Mrs, Nicole Wickens, Jilen Patel

Research outputs 2014 to 2021

Background

Early childhood caries disproportionately affects vulnerable groups and remains a leading cause of preventable hospital admissions for Western Australian children. The Western Australia State Oral Health Plan seeks to improve child oral health through universal and targeted health promotion initiatives with primary caregivers. These initiatives require evidence of primary caregiver oral health knowledge and behaviours and baseline data on early childhood caries. The objective of this systematic scoping review was to understand current oral health knowledge and practices of primary caregivers of children aged 0–4 years, identify influential socioecological determinants, and identify data on early childhood caries in the …

The Psychosocial Impact Of Rare Diseases Among Children And Adolescents Attending Mainstream Schools In Western Australia, Esther A. Adama, Diana Arabiat, Mandie Foster, Ebenezer Afrifa-Yamoah, K. Runions, R. Vithiatharan, A. Lin

Research outputs 2014 to 2021

Living with a long-term medical condition is associated with heightened risk for mental health and psychosocial difficulties, but further research is required on this risk for children and adolescents with a rare disease in the educational setting. The aim of this study is to describe parents’ perceptions of the psychosocial impact of rare diseases on their school-aged children in Western Australia. A cross-sectional survey of 41 parents of school-aged children and adolescents diagnosed with a rare disease completed an online questionnaire. Questions related to their perceptions of health-related stigma, bullying, social competencies and mental health difficulties faced by their child. …

Overview Of Aboriginal And Torres Strait Islander Health Status, 2020, Australian Indigenous Healthinfonet

Research outputs 2014 to 2021

The Overview of Aboriginal and Torres Strait Islander health status (the Overview) aims to provide a comprehensive outline of the most recent indicators of the health and current health status of Australia's Aboriginal and Torres Strait Islander people. The initial sections of the Overview provide information about the context of Aboriginal and Torres Strait Islander health, social determinants, the Aboriginal and Torres Strait Islander population and measures of population health status including births, mortality and hospitalisation...

Summary Of Aboriginal And Torres Strait Islander Health Status - Selected Topics 2020, Australian Indigenous Healthinfonet

Research outputs 2014 to 2021

The Summary of Aboriginal and Torres Strait Islander health status - selected topics 2020 is a useful source of the most recent national information for health workers and those studying in the field. It provides general information regarding the health status of Aboriginal and Torres Strait Islander people across the following topics:

• social and cultural determinants
• births and deaths
• hospitalisations
• chronic conditions (including CVD, cancer, diabetes and kidney health)
• sexually transmitted infections
• environmental health
• social and emotional wellbeing
• alcohol and other drug use.

The Summary is based on the Overview of Aboriginal and Torres Strait Islander health status 2020 and …

Change In Mental Health, Physical Health, And Social Relationships During Highly Restrictive Lockdown In The Covid-19 Pandemic: Evidence From Australia, Shane Rogers, Travis Miles Cruickshank

Research outputs 2014 to 2021

Background

A novel coronavirus first reported in Wuhan City in China in 2019 (COVID-19) developed into a global pandemic throughout 2020. Many countries around the world implemented strict social distancing policies to curb the spread of the virus. In this study we aimed to examine potential change in mental/physical health and social relationships during a highly restrictive COVID-19 lockdown period in Australia during April 2020.

Methods

Our survey (n = 1, 599) included questions about concerns, social behaviour, perceived change in relationship quality, social media use, frequency of exercise, physical health, and mental health during COVID-19 lockdown (April, 2020). …

Utility And Limitations Of Hepascore And Transient Elastography To Detect Advanced Hepatic Fibrosis In Hfe Hemochromatosis, Sim Y. Ong, Tiffany Khoo, Amanda J. Nicoll, Lyle Gurrin, Thomas Worland, Puraskar Pateria, Louise E. Ramm, Adam Testro, Gregory J. Anderson, Richard Skoien, Lawrie W. Powell, Grant A. Ramm, John K. Olynyk, Martin B. Delatycki

Research outputs 2014 to 2021

Aspartate aminotransferase-to-platelet ratio index (APRI) and Fibrosis-4 Index (Fib4) have been validated against liver biopsy for detecting advanced hepatic fibrosis in HFE hemochromatosis. We determined the diagnostic utility for advanced hepatic fibrosis of Hepascore and transient elastography compared with APRI and Fib4 in 134 newly diagnosed HFE hemochromatosis subjects with serum ferritin levels > 300 µg/L using area under the receiver operator characteristic curve (AUROC) analysis and APRI- ( > 0.44) or Fib4- ( > 1.1) cut-offs for AHF, or a combination of both. Compared with APRI, Hepascore demonstrated an AUROC for advanced fibrosis of 0.69 (95% CI 0.56–0.83; sensitivity = 69%, specificity …

Epidemiological Overview Of Multidimensional Chromosomal And Genome Toxicity Of Cannabis Exposure In Congenital Anomalies And Cancer Development, Albert Stuart Reece, Gary K. Hulse

Research outputs 2014 to 2021

Cannabis and cannabinoids are implicated in multiple genotoxic, epigenotoxic and chromosomal-toxic mechanisms and interact with several morphogenic pathways, likely underpinning previous reports of links between cannabis and congenital anomalies and heritable tumours. However the effects of cannabinoid genotoxicity have not been assessed on whole populations and formal consideration of effects as a broadly acting genotoxin remain unexplored. Our study addressed these knowledge gaps in USA datasets. Cancer data from CDC, drug exposure data from National Survey of Drug Use and Health 2003–2017 and congenital anomaly data from National Birth Defects Prevention Network were used. We show that cannabis, THC cannabigerol …

Estimating The Economic Cost Of Nurse Sensitive Adverse Events Amongst Patients In Medical And Surgical Settings, Aileen Murphy, Peter Griffiths, Christine Duffield, Noeleen M. Brady, Anne Philomena Scott, Jane Ball, Jonathan Drennan

Research outputs 2014 to 2021

Aims: To identify the costs associated with nurse sensitive adverse events and the impact of these events on patients’ length of stay. Design: Retrospective cohort study using administrative hospital data. Methods: Data were sourced from patient discharge information (N = 5544) from six acute wards within three hospitals (July 2016–October 2017). A retrospective patient record review was undertaken by extracting data from the hospitals’ administrative systems on inpatient discharges, length of stay and diagnoses; eleven adverse events sensitive to nurse staffing were identified within the administrative system. A negative binomial regression is employed to assess the impact of nurse sensitive …

Bridging The Research To Practice Gap: A Systematic Scoping Review Of Implementation Of Interventions For Cancer-Related Fatigue Management, Oluwaseyifunmi Andi Agbejule, Nicolas H. Hart, Stuart Ekberg, Koczwara Bogda, Rahul Ladwa, Camilla Simonsen, Elizabeth P. Pinkham, Raymond Javan Chan

Research outputs 2014 to 2021

Background: Cancer-related fatigue (CRF) is one of the most common and distressing symptoms in people with cancer. Although efficacy of interventions for CRF have been extensively investigated, less has been done to ensure successful translation into routine clinical practice. The aim of this systematic scoping review was to synthesise knowledge surrounding the implementation of CRF interventions, summarise the processes and outcomes of implementation strategies used, and identify opportunities for further research. Methods: PubMed, Cochrane CENTRAL, EMBASE and CINAHL databases were searched (up to December 2020). The Cochrane Effective Practice and Organisation of Care (EPOC) Group taxonomy and the RE-AIM Framework …

Association Of Tyg Index And Tg/Hdl-C Ratio With Arterial Stiffness Progression In A Non-Normotensive Population, Zhiyuan Wu, Di Zhou, Yue Liu, Zhiwei Li, Jinqi Wang, Ze Han, Xinlei Miao, Xiangtong Liu, Xia Li, Wei Wang, Xiuhua Guo, Lixin Tao

Research outputs 2014 to 2021

Background: Cross-sectional studies have reported that insulin resistance (IR) is associated with arterial stiffness. However, the relationship between IR and arterial stiffness progression remains unclear. This study aims to evaluate the association of triglyceride glucose (TyG) index and triglyceride to high-density lipoprotein cholesterol (TG/HDL-C) ratio with arterial stiffness progression in a non-normotensive population. Methods: A total of 1895 prehypertensive (systolic pressure 120–139 mmHg or diastolic pressure 80–90 mmHg) or hypertensive (systolic pressure ≥ 140 mmHg or diastolic pressure ≥ 90 mmHg or using antihypertensive medication) participants were enrolled in 2013 and 2014, and followed until December 31, 2019. Arterial stiffness …

Putative Factors Influencing Knowledge And Behavioural Practices Of Health Science Undergraduate Students Towards Covid-19 Infection Ahead Of Re-Opening Universities In Ghana, Emmanuel Acheampong, Evans Asamoah Adu, Enoch O. Anto, Yaa Obirikorang, Eric Adua, Sylvester Yao Lopko, Emmanuella Nsenbah Acheampong, Agartha Odame Anto, Vivian Baah, Christian Obirikorang

Research outputs 2014 to 2021

Background: The coronavirus disease 2019 (COVID-19) virus is a global pandemic affecting daily activities and delaying the reopening of several institutions such as universities. As a result, precautionary and preventive measures are being implemented to curtail the spread of the virus. However, knowledge and compliance measures are essential for adequate preparedness to reopen the universities amidst the pandemic. Methods: This cross-sectional study evaluated knowledge, attitudes, and practices (KAP) along with factors influencing Health Science undergraduate students toward the COVID-19 infection pandemic in Ghana. A total of 606 students provided information regarding KAP of COVID-19 infection using an online questionnaire designed …

Maintaining Weight Loss In Obese Men With Prostate Cancer Following A Supervised Exercise And Nutrition Program—A Pilot Study, Rebekah L. Wilson, Dennis R. Taaffe, Robert U. Newton, Nicolas H. Hart, Philippa Lyons-Wall, Daniel A. Galvão

Research outputs 2014 to 2021

Supervised exercise and nutrition programs can mitigate or reverse androgen deprivation therapy (ADT) induced fat mass (FM) gain, lean mass (LM) loss, and impaired physical function. It is unclear whether these benefits are retained following transition to self-management. This study examined the effect of a home-based weight maintenance program on body composition and physical function in obese men with prostate cancer (PCa) on ADT following a 12-week supervised weight loss intervention. Eleven obese PCa patients (74 ± 5 years, 40.0 ± 4.9% body fat) on ADT ( > 6 months) com-pleted a 12-week self-managed home-based weight maintenance program consisting of 150 …

Can Positive Mindsets Be Protective Against Stress And Isolation Experienced During The Covid-19 Pandemic? A Mixed Methods Approach To Understanding Emotional Health And Wellbeing Needs Of Perinatal Women, Jacqueline A. Davis, Lisa Y. Gibson, Natasha L. Bear, Amy L. Finlay-Jones, Jeneva L. Ohan, Desiree T. Silva, Susan L. Prescott

Research outputs 2014 to 2021

The aim of this study was to explore the relationship between emotional health and well-being and support needs of perinatal women during the COVID-19 pandemic, and to understand their experiences and need for support. This is a potentially vulnerable group and a critical developmental phase for women and infants. A mixed methods design was used to collect quantitative and qualitative data that provided a robust insight into their unique needs. A total of 174 women who were either pregnant or post-birth participated. The main findings demonstrated that women in this cohort experienced varying levels of stress and isolation but also …

Major Genetic Discontinuity And Novel Toxigenic Species In Clostridioides Difficile Taxonomy, Daniel R. Knight, Korakrit Imwattana, Brian Kullin, Enzo Guerrero-Araya, Daniel Paredes-Sabja, Xavier Didelot, Kate E. Dingle, David W. Eyre, César Rodríguez, Thomas V. Riley

Research outputs 2014 to 2021

Clostridioides difficile infection (CDI) remains an urgent global One Health threat. The genetic heterogeneity seen across C. difficile underscores its wide ecological versatility and has driven the significant changes in CDI epidemiology seen in the last 20 years. We analysed an international collection of over 12,000 C. difficile genomes spanning the eight currently defined phylogenetic clades. Through whole-genome average nucleotide identity, and pangenomic and Bayesian analyses, we identified major taxonomic incoherence with clear species boundaries for each of the recently described cryptic clades CI–III. The emergence of these three novel genomospecies predates clades C1–5 by millions of years, rewriting the …

Estimated Financial Impacts Of Inaccurate Obese Patient Data Recorded By The Western Australian Country Health Service, Kim Mcclean, Martyn Cross, Sue Reed

Research outputs 2014 to 2021

Purpose: Pressure on Australia’s healthcare system is increasing annually due to corresponding increases in chronic diseases such as obesity and rapidly ageing population growth across Australia, resulting in requirements for increased funding. This study investigates the financial impact to hospitals due to inaccurate obese patient recording and coding.

Background: Australian healthcare organisations receive Activity-Based Funding (ABF) which provides reimbursement of costs relating to the type of patient care delivered and the resources required for the patient treatment. Accurate healthcare data are essential to ensure accuracy of ABF and appropriate reimbursement of costs incurred by hospitals that manage obese patients. Managing …

Associations Of Physical Activity And Exercise With Health-Related Outcomes In Patients With Melanoma During And After Treatment: A Systematic Review, Brendan J. Crosby, Pedro Lopez, Daniel A. Galvao, Robert U. Newton, Dennis Taaffe, Tarek M. Meniawy, Lydia Warburton, Muhammad A. Khattak, Elin S. Gray, Favil Singh

Research outputs 2014 to 2021

Purpose:

Although exercise medicine is recommended to counter treatment-related side-effects and improve health-related outcomes of patients affected by different cancers, no specific recommendations exist for patients with melanoma. As a result, we systematically examined the current evidence regarding the effects of physical activity and exercise on objectively-measured and patient-reported outcomes among patients with melanoma.

Methods:

Searches were conducted in PubMed, CINAHL, EMBASE, SPORTDiscus, and Web of Science databases. This review included published data involving physical activity or exercise and objectively-measured or patient-reported outcomes of patients with cutaneous melanoma. The quality of included studies was assessed using …

Profiling Combat Sports Athletes: Competitive History And Outcomes According To Sports Type And Current Level Of Competition, Oliver R. Barley, Craig A. Harms

Research outputs 2014 to 2021

Background

This study aimed to investigate the competitive history (the age when training and competing started), training habits and patterns of winning and losing of competitive combat sports athletes across different combat sports as well as the level of competition (e.g. amateurs, state-level and elite).

Methods

Competitors (N = 298) from mixed martial arts (MMA), Muay Thai/kickboxing, boxing, Brazilian jiu-jitsu (BJJ), wrestling, judo and traditional striking sports (TSS) completed an online questionnaire.

Results

Most athletes began competing in their mid-teenage years and competing soon after except for wrestlers who began earlier. Elite athletes began training earlier than amateurs (13.75 …

Exercise Effects On Muscle Quality In Older Adults: A Systematic Review And Meta-Analysis, Régis Radaelli, Dennis Taaffe, Robert Newton, Daniel A. Galvao, Pedro Lopez

Research outputs 2014 to 2021

To systematically review and analyse the effects of exercise on morphological and neuromuscular muscle quality (MQ) outcomes in older adults and assess a range of possible moderators that may affect the impact of exercise on MQ outcomes. Using PRISMA guidelines, randomised controlled trials were searched in CINAHL, EMBASE, LILACS, PubMed, SciELO, Web of Science, MedNar, OpenGrey and OpenThesis databases. Eligible trials examined the effects of exercise interventions on morphological and neuromuscular MQ in older adults ( ≥ 60 years). Twenty-one trials (n = 973 participants) were included. Exercise significantly improved morphological MQ (effect size (ES) = 0.32, 95% CI 0.13–0.51, …

The Knowledge, Attitudes And Beliefs Of Midwives On The Vaccination Coverage Rates In Perth’S Aboriginal Children, Rebecca Carman, Lesley Andrew, Amanda Devine

Research outputs 2014 to 2021

Background:

Midwives are well placed to promote vaccination awareness throughout a women’s pregnancy and strengthen childhood vaccination demand following hospital discharge. In Perth, Western Australia, Aboriginal children experience some of the lowest vaccination coverage rates across the nation. To identify factors preventing greater vaccination uptake amongst the target population, a theory-based study was conducted with midwives across two Perth maternity hospitals to explore behavioural attributes, knowledge, attitudes and beliefs surrounding vaccination provision and the vaccines administered to Aboriginal children.

Methods:

A purpose-designed questionnaire was distributed to midwives working in two Perth public maternity hospitals. The proximal constructs of The Theory …

Risk Factors For Gut Dysbiosis In Early Life, Kimberley Parkin, Claus T. Christophersen, Valerie Verhasselt, Matthew N. Cooper, David Martino

Research outputs 2014 to 2021

Dysbiosis refers to a reduction in microbial diversity, combined with a loss of beneficial taxa, and an increase in pathogenic microorganisms. Dysbiosis of the intestinal microbiota can have a substantial effect on the nervous and immune systems, contributing to the onset of several inflammatory diseases. Epidemiological studies provided insight in how changes in the living environment have contributed to an overall loss of diversity and key taxa in the gut microbiome, coinciding with increased reports of atopy and allergic diseases. The gut microbiome begins development at birth, with major transition periods occurring around the commencement of breastfeeding, and the introduction …

Critical Implications Of M-Payments Use On Healthcare, Jing Zhou, Jo Jung, Yi Lin

Research outputs 2014 to 2021

With m-payment, consumers could now operate cashless by providing an easy and convenient way to pay for products and services. The adoption of m-payment technologies and apps has been mixed, promoting many kinds of research. The studies explore factors, and their impacts influence the intention to use m-payments in China and thus affect the adoption of the same technology.

Predictive Model And Feature Importance For Early Detection Of Type Ii Diabetes Mellitus, Eric Adua, Emmanuel A. Kolog, Ebenezer Afrifa-Yamoah, Bright Amankwah, Christian Obirikorang, Enoch O. Anto, Emmanuel Acheampong, Wei Wang, Antonia Y. Tetteh

Research outputs 2014 to 2021

Background: Accurate prediction and early recognition of type II diabetes (T2DM) will lead to timely and meaningful interventions, while preventing T2DM associated complications. In this context, machine learning (ML) is promising, as it can transform vast amount of T2DM data into clinically relevant information. This study compares multiple ML techniques for predictive modelling based on different T2DM associated variables in an African population, Ghana. Methods: The study involved 219 T2DM patients and 219 healthy individuals who were recruited from the hospital and the local community, respectively. Anthropometric and biochemical information including glycated haemoglobin (HbA1c), body mass index (BMI), blood pressure, …