Digital Commons Network^™

Protecting Galápagos’ Marine Ecosystems: Biosecurity And Network Design Against Invasive Species From Tourist Vessels, Marnie L. Campbell, T.U. Le, Chad Hewitt

Research outputs 2022 to 2026

The modern world is characterized by high connectivity, enhancing economic productivity, and global communication, but outpacing our ability to manage its consequences. This connectivity increases the risk of pathogen, pest, and invasive species transmission. In the Galápagos islands, Ecuador, tourist vessel networks operate with limited restrictions and connect high conservation value locations, boosting tourism and the economy. These vessels frequently travel between multiple islands, leading to moderate connectivity and high vessel promiscuity. To prevent the spread of invasive species via these vessels, we propose a biosecurity system that combines social network tools with risk management frameworks that balances environmental protection …

Impact Of Travel Time To Health Facilities On Perinatal Outcomes: A Systematic Review With Narrative Synthesis And Meta-Analysis, Sanam Roder-Dewan, Marwa Ramadan, Paul Ouma, Alexander Manu, Emelda A. Okiro, Natalie Strobel, Bibian N. Robert, Emily Odipo, Peter M. Macharia, Anthony Danso-Appiah, David C. Goodman, Queen Dube, Gagan Gupta, Hema Magge, Karen Edmond

Research outputs 2022 to 2026

Background: Evidence-based global guidance on safe travel time for small or sick newborns who require transfer to health facilities after birth is lacking. A two-hour threshold is frequently cited in low- and middle-income countries (LMICs), while 30 minutes is commonly used in high-income countries (HICs). Although these thresholds are widely referenced, their empirical basis and consistency across levels of newborn care and journey types have not been systematically examined. This study synthesises the evidence linking travel time and perinatal outcomes. Methods: We conducted a systematic review with narrative synthesis and meta-analysis to assess the impact of travel time or distance …

Translating Ctdna Into Cutaneous Melanoma Care: An International Expert Survey, Glenn Geidel, Nathan Fekade, Katharina Raabe, Daniel J. Smit, Laura Adam, Isabel Heidrich, Alessandra Rünger, Julian Kött, Tim Zell, Teresa Amaral, Paolo A. Ascierto, Pippa Corrie, Reinhard Dummer, Alexander Eggermont, Jun Guo, Jessica C. Hassel, Mathilde Jalving, Douglas B. Johnson, Lidija Kandolf, John M. Kirkwood, Celeste Lebbé, Rebecca Lee, Georgina V. Long, Paul Lorigan, Josep Malvehy, Joanna Mangana, Peter Mohr, Sapna P. Patel, Helen Rizos, Caroline Robert, Dirk Schadendorf, Vernon K. Sondak, Inge Marie Svane, Alberto Wainstein, Jonathan S. Zager, Klaus Pantel, Axel Hauschild, Christoffer Gebhardt, Melanoma World Society Study Group, Adnan Khattak

Research outputs 2022 to 2026

Background: Circulating tumor DNA (ctDNA) is a promising biomarker in melanoma, with higher sensitivity for tumor burden detection than conventional diagnostics. While well established in research, clinical routine implementation remains pending. Key global questions concern optimal clinical applications and barriers to adoption.

Methods: A web-based survey of 116 members of the Melanoma World Society Study Group assessed international expert opinions on ctDNA utility across predefined clinical scenarios. The questionnaire included 18 general questions on ctDNA use and 5 clinical vignettes with de-identified patient data and retrospectively obtained ctDNA results.

Results: ctDNA was rated most valuable for detecting minimal residual disease …

Machine Learning Approaches For Predicting Biochemical Oxygen Demand And Ammonium Nitrogen: A Decade-Long Weekly Field Study At A Full-Scale Water Resource Recovery Facility, Hoda Khoshvaght, Ratish Ramyad Permala, Amir Razmjou, Mehdi Khiadani

Research outputs 2022 to 2026

Unlike previous studies that rely on high-frequency (15-min or hourly) datasets, this study is among the first to use low-frequency (weekly) data to evaluate the performance of linear and nonlinear machine learning (ML) algorithms for predicting biochemical oxygen demand (BOD) and ammonium nitrogen (NH4⁺-N) in the primary and secondary treatment effluents from the Subiaco Water Resource Recovery Facility (WRRF) in Western Australia. Various feature selection methods, including filters, wrappers, and embedded methods, were employed to identify the most effective approach that achieves the highest model performance while enhancing computational efficiency. The results demonstrate that a reduced set of …

Adherence To The Eat-Lancet Diet And The Risk Of Heart Failure In Individuals With Cardiovascular-Kidney-Metabolic Syndrome Stages 0–3: A Prospective Cohort Study, Peng Fu, Hong Zheng, Kuangyi Wu, Yulong Lan, Dan Wu, Weiqiang Wu, Huancong Zheng, Zefeng Cai, Yuxian Wang, Qiuyue Lin, Bo Zhang, Youren Chen

Research outputs 2022 to 2026

Background and objective – In 2019, the EAT-Lancet Commission on Healthy Diets from Sustainable Food Systems proposed the EAT-Lancet planetary health diet as a universal reference dietary pattern aimed at promoting human health while minimizing environmental degradation. However, epidemiological evidence regarding the association between adherence to the EAT-Lancet diet and the risk of heart failure (HF), particularly among individuals with cardiovascular-kidney-metabolic syndrome (CKMs) stages 0–3, remains limited. Therefore, this study aimed to examine the associations between adherence to the EAT-Lancet dietary pattern, its individual dietary components, and the risk of HF among individuals at CKMs stages 0–3. Materials and methods …

Proteomics And Alkaloid Signature Of Narrow Leaf Lupin Leaves Reveal Key Enzymes In Quinolizidine Alkaloid Biosynthesis And Transportation, Tawfeek Khedr, Ling Ling Gao, Lars G. Kamphuis, Utpal Bose, Mitchell G. Nye-Wood, Angéla Juhász, Michelle L. Colgrave

Research outputs 2022 to 2026

Quinolizidine alkaloids (QAs) are toxic secondary metabolites in narrow-leafed lupin that defend against herbivores but constrain food and feed use. We developed a single-sample multiomics workflow for simultaneous extraction and quantitative analysis of QAs and proteins from individual leaves using urea/thiourea/CHAPS extraction with acetone precipitation, validated for QA quantification by LC–MS/MS. Data-independent acquisition proteomics of eight lupin accessions (four bitter, four sweet) identified 4437 proteins, with 183 differing significantly between bitter and sweet groups. Bitter accessions were enriched in lysine biosynthesis and stress-response pathways, whereas sweet accessions showed enrichment in phenylpropanoid and other defense-related processes. Coexpression network analysis linked protein …

Maximal Motor Unit Firing Rates Decline With Amyotrophic Lateral Sclerosis Progression, Gabriel L. Fernandes, Lucas B.R. Orssatto, Matheus D. Pinto, Joao S. Henkin, Ehsan Shandiz, Pamela A. Mccombe, Robert D. Henderson, Gabriel S. Trajano

Research outputs 2022 to 2026

Objective: Amyotrophic lateral sclerosis (ALS) is characterised by progressive degeneration of upper and lower motor neurons and their motor units (MUs). MU loss is compensated by collateral sprouting and reinnervation of muscle fibres. There is limited information about the properties of these surviving MUs as these processes take place. High-density surface electromyography (HD-sEMG) decomposition enables non-invasive analysis of individual MU firing behaviour during maximal voluntary contractions and assess their changes with ALS progression. Methods: Thirty-nine individuals with ALS (24 men; mean age 63 ± 16 years) completed up to five visits (interval 20.0 ± 7.9 weeks). Tibialis anterior HD-sEMG recordings …

Dynamic Load Assessment Of Pem Fuel Cell Systems Under Pid-Based Control Strategies For Sustainable Operation, Tarek Abedin, Paw, Normy Norfiza Abdul Razak, Chen Chai Phing, Yaw Chong Tak, Monowar Mahmud, Manzoore Elahi M. Soudagar, T. M. Yunus Khan, Mohammad Tariqul Islam, Mohammad Nur-E-Alam

Research outputs 2022 to 2026

Proton exchange membrane fuel cell (PEMFC) systems’ reliable operation under variable load conditions is a significant challenge because of voltage fluctuations, transient variations, and the high computational requirements of sophisticated control techniques like intelligent and model predictive controllers. Even while these state-of-the-art methods provide great precision, complexity and cost often limit their real-time applicability, underscoring the need for a simpler but efficient control solution. To achieve effective voltage regulation in PEMFC systems, this study suggests a DC–DC buck converter in conjunction with a comparator-based proportional–integral–derivative (PID) control technique. In order to provide stable operation under both constant and changing load …

Low Climate Benefit Of Nordic Coastal Marshes: Site Conditions Outweigh Grazing Effects And Shape Trade-Offs Between Carbon Storage And Its Stability, Carmen Leiva-Dueñas, T. Banta, Christoffer Boström, Franziska Eller, Johan Eklöf, Line Holm Andersen, Kai Jensen, Marianna Lanari, Ella Logemann, Pere Masque, Thomas Ostertag, Christoph Reisdorff, Anaïs Richard, Anu Vehmaa, Jukka Alm, Mikael Von Numers, Dorte Krause-Jensen

Research outputs 2022 to 2026

Coastal marshes, recognized as effective organic carbon (OC) sinks, have gained attention for their potential contribution to climate mitigation through protection and restoration. However, the climate mitigation potential of Nordic coastal marshes remains understudied, likely due to their heterogeneous and often non-tidal nature. To fill this gap, we examined soil OC storage and accumulation rates, and the effects of grazing, a common management practice, across eight Nordic coastal marsh areas spanning broad climate and environmental gradients. We also assessed soil methane emissions in selected areas. The Nordic marshes studied store a median of 7 kg OC m⁻² (interquartile range, …

Between-Session Reliability And Sensitivity Of Force Production Characteristics Across Various Force-Time Points During The Isometric Single-Leg Long-Lever Bridge, Adam E. Sundh, Nicholas J. Ripley, A. J. Lamb, Conor J. Cantwell, Paul Comfort

Research outputs 2022 to 2026

The purpose of this study was to assess the between-session reliability of peak force and early force-time variables in a unilateral isometric hamstring assessment (isometric long-lever bridge). The sample consisted of 30 collegiate male athletes (age: 19.4±1.3 years; height: 1.79±0.1 m; body mass: 80.4±10.3 kg) with no history of recent hamstring injury (<6 months) who volunteered to participate in the study. All participants performed 3 unilateral maximal voluntary isometric contractions (MVIC) with their heels on force plates and shoulders elevated 15.24 cm, while their hips were secured with a loaded barbell. Data was analyzed to assess the reliability of force values at 50, 100, 150, 200, 250 ms, and peak force (N) across three repeated sessions. Moderate-good relative and absolute reliabilities were observed across all early force-time variables with lower bound ICC values≥0.51 (0.51–0.71) and point estimate CV%≤12.65% (7.63–12.65), with moderate relative (ICC≥0.74; range 0.74–0.92) and absolute (CV%≤6.50%; range 6.48–6.50) reliability for peak force. Trivial to small effect sizes (g≤0.4) were observed between sessions. These findings suggest that the isometric single-leg long-lever bridge (SL-LLB) can be used to reliably monitor peak and rapid force generating capacities to track performance changes over time due to training adaptations as well as acute or chronic fatigue.

Comparing Microbial Communities Of Diseased And Healthy Isopora Palifera Corals And Adjacent Waters At The Cocos (Keeling) Islands, Sophie Preston, Jacquelyn Jones, Megan J. Huggett, Arne A.S. Adam, Nicole E. White, Kar Chun Tan, Zoe Richards

Research outputs 2022 to 2026

Growth anomalies (GAs) are coral diseases characterised by tumour-like skeletal lesions reported globally, yet their causes remain poorly understood. Microorganisms are integral to coral health, but the role of bacterial communities in GAs remains unclear. We investigated an outbreak of GAs in Isopora palifera at the Cocos (Keeling) Islands using 16S rRNA amplicon sequencing to compare bacterial communities of GA-affected and asymptomatic corals, surrounding water and potential pollution sources. Significant differences in bacterial beta diversity were observed across sites, with an interaction between location and coral health status. Coral and water samples hosted distinct microbial communities, but there was no …

Comparative Fatigue Analysis Of Cf-Pla Metamaterial Bone Plates For Orthopaedic Fixation, Ani Daniel, Hamed Bakhtiari, Barun K. Das, Muhammad Aamir, Majid Tolouei-Rad

Research outputs 2022 to 2026

Bone plates are widely used in orthopaedic surgery to stabilise fractured bones and support healing following traumatic injuries or osteotomies. However, conventional metallic bone plates suffer from stress shielding and stiffness mismatch with bone, which can hinder optimal healing. Additive manufacturing enables the incorporation of novel metamaterial architectures into polymer-based implants to enhance mechanical properties. The fatigue behaviour of these implants during the healing period is critical to ensuring their structural integrity and long-term performance. In this study, the compressive fatigue performance of fused deposition modelling (FDM)-printed carbon fibre-reinforced polylactic acid (CF-PLA) bone plates were investigated. Four metamaterial structures—tetrachiral, re-entrant, …

Recovery Timeframe Is A Critical Component In Preserving Carbon Stocks In Disturbed Tropical Seagrass Meadows, Taylor Renee Condron, Timothy M. Smith, Paul H. York, Nicholas J. Murray, Pere Masque, Michael A. Rasheed

Research outputs 2022 to 2026

Seagrass meadows, though covering a small percentage of the ocean floor, play a critical role in marine carbon sequestration. However, the mechanisms behind this role remain uncertain due to challenges in mapping seagrass extent and flux, accounting for spatial variation in carbon storage, and incorporating site-specific histories. This study investigates the effects of short-term (≤10 years) seagrass loss on sediment carbon stocks within a large seagrass meadow in the Great Barrier Reef region. Using remote sensing data to construct a seagrass recovery timeline, combined with field sampling and assessments of ecological factors, we found higher sediment organic carbon in areas …

Dynamic Mechanical Insertion Analysis Of Gelatin Methacryloyl Microneedles Under Realistic Insertion Conditions, Moloud Amini Baghbadorani, Masoumeh Zargar, Abdellah Shafieian, Majid Tolouei-Rad

Research outputs 2022 to 2026

Despite the great potential of Gelatin Methacryloyl (GelMA) microneedles (MNs) for minimally invasive drug delivery and interstitial fluid extraction, their performance under realistic insertion conditions and across diverse geometrical and mechanical parameters has remained uncharacterized. In this study, dynamic and static finite-element analyses were conducted for the first time to compare three types of crosslinked GelMA MNs: conical, pyramidal, and tapered-conical with and without base support. Insertion force, von Mises stress, and safety factors were evaluated at insertion velocities of 2-6 m/s under varying crosslinking times and polymer concentrations. The tapered-conical geometry demonstrated the best overall mechanical reliability, combining moderate …

Associations Between Source-Specific Nitrate And Nitrite Intakes And Metabolic Dysfunction-Associated Steatotic Liver Disease In Two Prospective Cohorts, Nicola P. Bondonno, Pratik Pokharel, Benjamin H. Parmenter, Liezhou Zhong, Dorit W. Erichsen, Jörg Schullehner, Kirsten Frederiksen, Cecilie Kyrø, Peter Fjeldstad Hendriksen, Jonathan M. Hodgson, Torben Sigsgaard, Christina C. Dahm, Anne Tjønneland, Alysha S. Thompson, Tilman Kühn, Aedín Cassidy, Anja Olsen, Catherine P. Bondonno

Research outputs 2022 to 2026

SummaryBackground and AimsDietary nitrate and nitrite may have source-dependent effects on liver health: plant-sourced nitrate may confer hepatoprotective benefits via its conversion to nitric oxide, whereas nitrate and nitrite from animal foods, processed meats, or contaminated drinking water may promote liver injury via their conversion to N-nitrosamines. We aimed to examine associations between source-specific nitrate and nitrite intakes and incident metabolic dysfunction-associated steatotic liver disease (MASLD) in two large cohorts. Secondary aims were to assess associations with liver MRI biomarkers and to evaluate whether nitric oxide-pathway gene variants modify associations with plant-sourced nitrate/nitrite.MethodsWe analysed 53,854 participants from the Danish Diet, …

Understanding Customer Engagement Behavior In Virtual Try-On Services: Evidence From Indonesia, Nyoman Sri Subawa, Ni Putu Chantika Aprilia Nariswari, Made Maenita Dewi, Anak Agung Gede Wiranata, Caren Angellina Mimaki, Made Srinitha Millinia Utami

Research outputs 2022 to 2026

The adoption of immersive technologies, such as Virtual Try-On (VTO), has transformed how consumers evaluate products, interact digitally, and engage with brands. This study investigates the effects of experiential value, flow, perceived enjoyment, customer trust, and customer satisfaction on customer engagement behavior, within the Stimulus–Organism–Response (S–O–R) framework. Experiential value serves as the stimulus, flow and psychological states as the organism, and engagement as the response. Data were collected from 320 Indonesian e-commerce using a purposive sampling technique, targeting respondents with prior experience using Virtual Try-On (VTO) features through an online questionnaire distributed via Google Forms, and were subsequently analyzed using …

Medical Simulation In Toxicology: Enhancing Clinical Competence, Decision Making And Patient Care In Resource-Limited Settings, Rakesh Ghimire, Anjana Thapa, Sanjeev Kharel, Shristi Kharel Ghimire, Rabin Basnet, Farshad Mazda Shirazi, Allan J. Hamilton

Research outputs 2022 to 2026

Medical simulation has emerged as a transformative approach in toxicology education. By providing immersive, hands-on experience, simulation enhances learner engagement, critical thinking, and long-term knowledge retention while offering a safe environment to practice clinical decision-making without jeopardizing patient safety. Despite these advantages, the integration of simulation-based training remains limited in low-and middle-income countries (LMICs) due to resource constraints, lack of standardized curricula, and limited access to high-fidelity simulators. Additionally, little research has explored its optimal application in these settings. This review explores available evidence regarding the effectiveness of medical simulation in the diagnosis and treatment of toxicological emergencies in LMICs. …

A Survey Of Privacy-Preserving Federated Learning For Intrusion Detection Systems, Thomas Bunko, Michael N. Johnstone, Wencheng Yang, Ben A. Scott

Research outputs 2022 to 2026

Intrusion detection systems (IDS) monitor and detect malicious activity and unauthorized access that may compromise systems. Traditional IDS approaches send data to a central server for analysis, raising privacy concerns as data owners lose control over security. Federated Learning (FL) offers a privacy-preserving alternative by allowing local devices to process their data and generate models without sharing raw data. These local models are aggregated centrally to form a comprehensive model with performance comparable to centralized systems. This paper reviews FL-based IDS research, and is the first review paper to focus on privacy-preserving techniques collectively known as privacy-preserving Federated Learning (PPFL) …

Key Insights From The International Icu Diary Conference 2025, Peter Nydahl, Bev Ewens, Anne Sophie Debue, Xavier Fiorilla, Kristin Gabriel, Alessandro Galazzi, Louise Gallie, Nikolas Groth, Carly Hickey, Mark Hudson, Fiona Lynch, Nicola Maxwell, Margo Van Mol, Caroline Renner, Louise Rose, Kate Tantam, Lioudmila Karnatovskaia, Christina Jones

Research outputs 2022 to 2026

We report on the 2025 International ICU Diary Conference that provided a comprehensive update on current knowledge, innovations and global practices related to ICU diaries. Held in a 6-week online format, the event featured 23 speakers and was attended by mean 69.7 (SD 20.5) participants per session. Topics included development of ICU diaries, use in special settings, digital diaries, survivors' and families' experiences, Post-Intensive-Care Syndrome and follow-up and implementation projects. Highlights were innovative solutions for digital diaries and the report of persons with lived and living experiences with diaries, changing the focus on humanising critical care. Relevance for Practice: ICU …

Transitioning To Adolescent And Young Adult Or Adult Cancer Survivorship Care: A Systematic Review Of Contemporary Guidelines And Trials, Darren Haywood, Hammersley, Ursula Sansom-Daly, Jordana Mcloone, Evan Dauer, Helen Wilding, Nicolas H. Hart, Thomas Walwyn

Research outputs 2022 to 2026

Background: Health service transitions of child, adolescent, and young adult cancer survivors between paediatric and adult cancer care services are pervasively fragmented, resulting in poor coordination, reduced satisfaction, and adverse outcomes for cancer survivors and significant others (e.g., caregivers and family members). Numerous trials and clinical guidelines have been developed to support care transitions, but their convergence, divergence, and methodological quality remain unclear. To advance clinical practice and quality research about care transitions, a synthesis of trials and guidelines on child, adolescent, and young adult care transition across age-appropriate cancer services is required to inform future research, practice, guideline, and …

Diversification For Stock Markets: Commodities Or Crypto, Mico Apostolov, Simone Domenico Scagnelli, Lorenzo Vasile

Research outputs 2022 to 2026

The question that an asset could serve as a good store of value has been brought up a number of times, especially due to major market shocks. Despite the long-held belief that gold serves as a safe haven, a growing body of contemporary literature perpetually assesses this notion. Whether cryptocurrencies, namely Bitcoin as the most well-known of them, as an asset, can serve as a safe haven or hedge gains traction in research. This study investigates the relationship of gold and Bitcoin to S&P 500 stock index and the possibility that these might serve as a safe haven in respect …

A Comparison Of Treadmill Preferred Walking Speed Assessments: Reliability Of Common Protocols And The Novel Treadpws Test, Kirsty A. Mcdonald, Ella Li, John Kerr, Jessica C. Selinger, Kimberley S. Van Schooten

Research outputs 2022 to 2026

Background: Human locomotion studies often require participants to self-select a preferred walking speed (PWS), yet there is no consensus or standard protocol for determining this speed. We developed a new protocol to determine PWS (TreadPWS Test). Research question: We compared the TreadPWS Test to three other common protocols in the literature (Dingwell PWS Test, Jordan PWS Test, Dal PWS Test) across a range of reliability and implementation metrics. Methods: Healthy participants (N = 20) attended two sessions within a seven-day period, during which a PWS was determined using each protocol. One test (Dal PWS Test) was conducted overground, and the …

How Employment-Based Clinical Experience During Undergraduate Education Influences Transition To Practice: A Qualitative Systematic Review, Seung A. Park, Marion Eckert, Rebecca Sharp, Belinda Clark, Micah D.J. Peters

Research outputs 2022 to 2026

Aim: To synthesize qualitative evidence on the experiences of undergraduate nursing students and new graduate nurses engaged in formal paid employment models or health-related work during their undergraduate studies, to examine how these employment-based clinical experiences influence their transition to nursing practice, and to identify elements that facilitate or hinder this transition. Design: Qualitative systematic review. Methods: Searches were conducted in MEDLINE, Embase, Emcare (Ovid), CINAHL Complete (EBSCOhost), ERIC (ProQuest), and gray literature sources, including ProQuest Dissertations and Theses and Google Scholar. No date or country limits were applied, although only English-language studies were included. The review followed JBI methodology …

Role Of Directional Conditional Filtering On Droplet Velocity And Size Distribution, Farzad Hossain, Matthew J. Cleary, Yasir M. Al-Abdeli, Mehdi Khiadani

Research outputs 2022 to 2026

This study investigates the role of directional filtering in the analysis of spray behaviour using two full cone nozzles (65° and 75°) emitting aqueous sprays under atmospheric conditions. A hybrid computational–experimental framework was applied, using Large Eddy Simulation (LES) with Discrete Phase Model (DPM) and Rosin-Rammler distribution in ANSYS Fluent, validated against Shadowgraph and Particle Image Velocimetry (PIV) measurements. The sensitivity of directional filtering to the effects of spray angle and flow rate (1.75 and 3.5 L/min), were also done. Upward-filtered droplets consistently exhibited greater breakup than both raw and downward-filtered data due to gravitational opposition and longer air exposure. …

Circulating Sphingomyelins Correlate With Plasma T-Tau In Cognitively Unimpaired Older Adults At Risk Of Developing Alzheimer's Disease, Tahmida Sharmin, James D. Doecke, Pratishtha Chatterjee, Steve Pedrini, Hamid R. Sohrabi, Nicholas J. Ashton, Henrik Zetterberg, Manohar L. Garg, Kaj Blennow, Ralph N. Martins

Research outputs 2022 to 2026

Alterations in plasma sphingomyelin (SM) levels have been reported in Alzheimer's disease (AD), pointing to disturbances in lipid metabolism that may contribute to disease pathogenesis. Neuronal damage in early AD triggers tau release into central and peripheral systems. Despite influence from peripheral contributions, alterations in plasma total-tau (T-tau) remain valuable in indicating AD-related neurodegeneration. Investigating relationships between SM metabolism and tau release during preclinical AD may uncover important biochemical processes and support advancing early non-invasive detection and treatment approaches. This cross-sectional study investigated cognitively unimpaired (CU) older adults from the KARVIAH cohort, grouped by cortical amyloid-β (Aβ) status through positron …

Role Of Allied Health Professions In Falls Prevention For Community-Dwelling Older Adults: A Scoping Review, Amy Lawton, Nicholas Tripodi, Rebecca Wospil, Breanna M. Wright, Hylton B. Menz, Suzanne Martin, Daniel R. Bonanno, Corey Linton, Andisheh Bastani, Andrew Ross, Rees Thomas, Daniel Corcoran, Timothy Mcnamara, Danielle Baxter, Brett Vaughan, Rebecca Lane, Jack Feehan

Research outputs 2022 to 2026

Objective: Falls among community-dwelling older adults are prevalent and have serious individual, societal and economic consequences. Allied health professionals provide key falls prevention interventions yet their representation in current clinical practice guidelines is inconsistent. Increased recognition of allied health roles and delivering context-specific guidelines for falls care could help to address workforce gaps and optimise care approaches. This scoping review explored the roles of the allied health professions in falls prevention screening, assessment and intervention for community-dwelling older adults. Design: Scoping review, using the Joanna Briggs Institute methodology for scoping reviews. Data sources: PubMed, CINAHL, Scopus, Cochrane, Web of Science …

A Generative Ai Method For Minority Class Handling In Anomaly Detection With Drift And Explainability Analysis, Kelvin J. Mwiga, Mussa A. Dida, Ahmad Mohsin, Iqbal H. Sarker

Research outputs 2022 to 2026

Artificial Intelligence, particularly machine learning (ML) algorithms, plays a crucial role in detecting cyberattacks, including anomalies and intrusions. However, machine learning models trained on imbalanced cybersecurity datasets often struggle to accurately detect minority data instances and potential threats, thereby weakening overall system security. Despite extensive research, a persistent challenge is the inadequate explanation for model predictions concerning minority data classes. This study aims to address these limitations by developing a generative AI-based approach to manage minority classes in anomaly detection, incorporating concept drift handling and explainability analysis. We introduce an over-sampling technique, CGGReaT, designed to enhance the presence of minority …

3d-Printed Cf-Pla Bone Plates With Metamaterial Structures: Design, Fabrication, And Mechanical Evaluation, Ani Daniel, Hamed Bakhtiari, Alireza Nouri, Barun K. Das, Muhammad Aamir, Majid Tolouei-Rad

Research outputs 2022 to 2026

This study presents the design, fabrication, and mechanical performance of carbon fiber-reinforced polylactic acid (CF-PLA) bone plates incorporating auxetic and non-auxetic metamaterial architectures. Four lattice-structured bone plates (re-entrant, rotating square, tetrachiral, and hexagonal) were evaluated for their flexural, tensile, and compressive properties. The specimens were fabricated using Fused Deposition Modelling (FDM). The tetrachiral structure demonstrated superior bending capacity, achieving a flexural stress of 17 MPa and a modulus of 1214 MPa. Under both tension and compression, it exhibited the highest strength (24.5 MPa and 40 MPa, respectively) and stiffness (1441 MPa in tension and 2352 MPa in compression), while the …

A Clinical Study Examining The Effects Of Dietary Nitrate On Urinary N-Nitrosamines, Catherine P. Bondonno, Michaela L. Sundqvist, Sujata Shinde, Kevin Croft, Jonathan M. Hodgson, Mattias Carlström, Eddie Weitzberg, Jon O. Lundberg

Research outputs 2022 to 2026

BackgroundInorganic nitrate from dietary sources has raised health concerns due to its possible conversion into carcinogenic N-nitrosamines, leading to strict regulations on nitrate concentrations in food and drinking water.ObjectivesIn this study, which was a part of a larger randomized controlled trial, we evaluated urinary excretion of N-nitrosamines in response to daily dietary nitrate intake over a 5-wk period using 2 different forms of nitrate administration.MethodsA total of 231 participants with mild hypertension were randomly assigned into 3 groups. Group 1 (n = 78) consumed vegetables low in nitrate along with a placebo capsule (300 mg potassium chloride). Group 2 (n …

International Evidence-Based Guidelines For Traditional Chinese Medicine Management Of Allergic Rhinitis, Qin-Wei Fu, Peng Liu, Yan Ruan, Xin-Rong Li, Lan-Zhi Zhang, Sha-Sha Yang, Feng Chai, Ji Chen, Qiao-Yan Chen, Shu-Cheng Chen, Wen-Yong Chen, Yong-Na Chen, Hong-Bin Cheng, Lei Cheng, Lu-Jia Cui, Ke-Bin Deng, Cai-Shan Fang, Rong-Chang Feng, Li Fu, Wen-Yang Fu, Jian-Ying Gao, Hong Guo, Miao He, Ko-Hsin Hu, Chun-Jiang Huang, He-Yin Huang, Lu-Yun Jiang, Feng-Ying Qiao, Hui Leng, Yun-Ying Li, Chun-Song Liu, Da-Xin Liu, Jian-Hua Liu, Jin-Hui Liu, Jing Liu, Min Liu, Weiting Liu, Yuan-Xian Liu, Yang Liu, Ying Liu, Zhi-Qing Liu, Qiu-Lan Luo, Yu Ma, De-Hong Mao, Juan Meng, Kai-Yun Pang, Shun-Lin Peng, Xuan-Fu Tong, Ji Wang, Jia-Xi Wang, Jun-Ge Wang, Ren-Zhong Wang, Shi-Zhen Wang, Ji-Yan Xia, Hui Xie, Qiang Xie, Yan Xie, Da-Jing Xiong, Zhan-Feng Yan, Hui Yang, Da-Zheng Zhang, Fu-Bing Zhang, Shi-Peng Zhang, Zhi-Cheng Zhang, Ji-Ping Zhao, Yu Zhao, Yun Zheng, Dan-Zhu Zhong, Li Zhou, Valentin Mikhailovich Knyazev, Irina Viktorovna Kostrova, Wing-Fai Yeung, Qi Wang, De-Yun Wang, Qin-Xiu Zhang

Research outputs 2022 to 2026

Allergic rhinitis (AR) is a prevalent chronic condition that significantly impacts patients' quality of life and poses challenges to effective management. Traditional Chinese medicine (TCM) offers a holistic approach, emphasizing syndrome differentiation, individualized care, and natural treatment strategies. To develop comprehensive evidence-based guidelines for AR management using TCM interventions, incorporating rigorous evidence assessment and expert consensus. The guidelines were developed using the GRADE-TCM framework, analyzing 351 randomized controlled trials (RCTs) involving 43,276 participants. Supplementary evidence from published textbooks, standardized documents, ancient literature, and TCM medical records was incorporated. Five rounds of expert consensus, involving 80 expert person-times and over 10,000 …