Digital Commons Network^™

Machine Learning-Enabled Chemical Ecology For Integrated Pest Management: From Volatiles To Field Applications, Steve B.S. Baleba, Victor O. Omondi, Pascal Aigbedion-Atalor, Emmanuel Peter, Souleymane Diallo, Komi Mensah Agboka

All Peer-Reviewed Publications

Machine learning is transforming chemical ecology by accelerating the discovery and deployment of semiochemical-based tools for precision pest management. These advances are particularly important in the face of climate change, pesticide resistance, and the growing need for sustainable agricultural intensification. This review synthesizes how machine learning can be applied across the semiochemical discovery and implementation pipeline, from chemical signal detection to field deployment and decision support for integrated pest management. We review major machine learning approaches and demonstrate how they extract biologically relevant information from high-dimensional chemical, electrophysiological, behavioral, sensor, and field datasets. These methods accelerate semiochemical discovery, prioritize candidate …

Pseudo-Traveling Waves And Bumps In Quantum And Classical Hierarchical Cellular Neural Networks, Wilson A. Zuniga-Galindo, B. A. Zambrano-Luna, Chayapuntika Indoung

School of Mathematical & Statistical Sciences Faculty Publications

We study the existence of pseudo-traveling waves and bump solutions for two classes of hierarchical cellular neural networks (CNNs) defined over the ring of p-adic integers Zp. The first type is a p-adic CNN described by a reaction-diffusion equation, while the second type is its quantum analog obtained via Wick rotation. The p-adic CNNs are hierarchical versions of the classical Chua-Yang CNNs; these networks have a tree-like hierarchical architecture with infinitely many cells and hidden layers. The states are governed by integro-differential equations on Zp. The p-adic traveling waves behave fundamentally differently from their Archimedean counterparts. A traveling wave restricted …

Selecting Force Plate Tests And Metrics To Complement Physical Preparation Strategies Prior To Commencing Strenuous Military Training Courses, Peter Ladlow, Nicholas J. Ripley, Damjana V. Cabarkapa, Dimitrije Cabarkapa, Dale W. Chapman, Mary Claire Geneau, G. Gregory Haff, Lachlan P. James, Paul Jones, Jason P. Lake, Christopher J. Sole, Anthony Turner, Marina De Vecchis, Natalie Masters, Charles Coussens, Robyn Holton, Russell J. Coppack, Colin Suffield, Paul Comfort

Research outputs 2022 to 2026

Background: The aim of this study was to seek opinion (via an online survey) and gain consensus of which force plate tests and metrics may be considered by military operating/training staff to better screen physical performance characteristics prior to military personnel attending a physically arduous military training course.

Methods: Ten responders with known experience and/or expertise in using force plate technology for the measurement of force production characteristics completed the survey. Responders were asked to select the most important force plate test and metrics to complement a pre-course physical performance battery to assess physical readiness, musculoskeletal injury risk and likelihood …

Synergies And Collisions: Character Strengths As A Language To Compose And Comprehend Wellbeing While Preparing To Become A Teacher, Narelle Lemon, Carli Sanbrook, Rikki James, Marnie Harris, Tammy Green, Rozita Dass, Beverly Adkin, Gail Berman

Research outputs 2022 to 2026

This study examines how pre-service teachers use character strengths language to understand and support their wellbeing during professional experience. The project responds to the persistent challenge of teacher stress and early burnout by reframing placement as a context for developing wellbeing capability rather than merely demonstrating competency. Guided by strengths-based pedagogy, the study investigates how strengths are combined, moderated, and occasionally brought into tension as pre-service teachers navigate the demands of learning to teach. A qualitative design was employed, drawing on reflective narratives from 1,066 pre-service teachers across undergraduate and postgraduate programmes. Thematic analysis explored how participants articulated strengths synergies, …

Understanding Barriers To Systems Change Among Regional Western Australian Food Security Initiative Leaders, Isabelle Chiera, Melissa Stoneham, Jess Doe, Amanda Devine, Stephanie L. Godrich

Research outputs 2022 to 2026

Food security (FS) is a complex, 'wicked' issue involving regular and reliable physical, social, and economic access to food. People living in geographically isolated areas are disproportionately affected by FS challenges and addressing these issues demands a systems-based approach. The Food Community project has implemented an adapted Systemic Innovation Lab (SIL) approach to support FS initiatives operating across rural, regional, and remote Western Australia to enhance their effectiveness. This paper aimed to identify what FS initiative leaders perceive as barriers to delivering their services, in relation to undertaking activities that align with the 36 systems change characteristics embedded within the …

Homotopy-Safe Trajectory Planning And Attack Detection For Low-Altitude Uav Under False Map Information Injection Attacks, Chen Li, Qi, Juntao Zhao, Xin Yuan, Kai Wu, Wei Ni, Ren Ping Liu

Research outputs 2022 to 2026

Low-altitude unmanned aerial vehicles (UAVs) have been extensively deployed in logistics support, surveillance, and disaster relief. However, their open communication networks and inherently vulnerable navigation systems render them susceptible to false map information injection attacks (FMIIA). To effectively mitigate the impact of FMIIA, this paper presents a UAV local flight trajectory optimization framework that integrates a robust attack detection method based on initial excitation (IE) and an efficient local path reconstruction approach utilizing the Marden theorem. First, an IE-based adaptive robust observer is formulated, where IE enhances the observability of the system's input-output responses, enabling joint estimation of the UAV's …

Electrification Of Australian Remote Communities Through Degradation-Aware Techno-Economic And Environmental Optimization Of Sustainable Vehicle-To-Home Enabled Hybrid Renewable Energy Systems, Tushar Kanti Roy, Barun K. Das, Md Apel Mahmud

Research outputs 2022 to 2026

The integration of hybrid renewable energy systems (HRES) with vehicle-to-home (V2H) capabilities presents a promising pathway to achieve sustainable electrification in remote communities. This work presents an innovative energy management system (EMS) in which a multi-objective optimization problem is formulated to simultaneously minimize net present cost (NPC), lifecycle CO2 emissions, and loss of power supply probability (LPSP). Three configuration-specific objective functions are proposed where these configurations include (i) off-grid photovoltaic (PV)–wind turbine (WT)–battery energy storage system (BESS)–diesel generator (DG), (ii) on-grid PV–WT–BESS–Grid, and (iii) off-grid PV–WT–BESS–DG with V2H. The EMS integrates mixed-integer linear programming (MILP) for degradation-aware deterministic dispatch, sequential …

Microbial Risk Assessment And Mitigation For Underground Hydrogen Energy Storage In Salt Caverns: A Multidisciplinary Investigation, Adnan Aftab, Silvia J. Salgar Chaparro, Muhammad Ali, Quan Xie, Ali Saeedi, Alireza Keshavarz, Mohammad Sarmadivaleh

Research outputs 2022 to 2026

Underground hydrogen storage (UHS) in salt caverns is a promising solution for large-scale renewable energy storage, but its long-term stability may be compromised by hydrogenotrophic microorganisms such as sulphate-reducing bacteria (SRB). This study integrates global salt basin analysis, numerical modelling, and laboratory experiments to assess microbial risks associated with the hydrogen storage. We evaluated salt deposits across six continents, reviewed microbial communities in seawater sources commonly used for the leaching, and simulated SRB behaviour under varying hydrogen concentrations. Experiments using both commercial SRB strains and indigenous consortia from Western Australia revealed minimal microbial activity under hypersaline, low-carbon conditions. These findings …

Nurses' And Families' Experiences Of A Feasibility Trial Comparing Single‐Use And Multiple‐Use Endotracheal Suction Catheters In Mechanically Ventilated Patients: A Qualitative Study, Mohamed H. Eid, Kevin Hambridge, Patricia Schofield, Jos M. Latour

School of Nursing and Midwifery

BackgroundIn resource-limited Intensive Care Units (ICUs), reusing endotracheal suctioning catheters is often standard practice due to supply constraints or staffing pressures. Randomised controlled trials (RCTs) have explored the impact of these practices on patient outcomes. However, less is known about the experiences of nurses and family members involved in RCTs testing endotracheal suctioning interventions.AimTo explore the experiences of ICU nurses and family members participating in a feasibility RCT comparing single-use versus multiple-use endotracheal suction catheters flushed with chlorhexidine or normal saline in a resource-limited ICU setting.Study DesignA qualitative study was embedded within a feasibility RCT. Semi-structured interviews were conducted with …

Nurses' Perspectives Of Dysphagia Screening Practices In Irish Residential Long-Term Care Settings: A Qualitative Descriptive Study, Constantino Estupiñán Artiles, Claire Donnellan, Julie Regan, Mary Mooney

Research outputs 2022 to 2026

Objectives To examine nurses’ perspectives on current dysphagia screening practices in Irish residential long-term care settings (RLTCS), and to investigate barriers and facilitators to nursing-led dysphagia screening within this healthcare context. Methods This study employed a qualitative descriptive design and was reported in accordance with the Consolidated Criteria for Reporting Qualitative Research checklist. Participants were recruited through purposive sampling from RLTCS located in the northeast of the Republic of Ireland. Eleven in-person focus group interviews were conducted with thirty-four nurses working in clinical and managerial roles. A semi-structured interview guide was utilised, and the data were subsequently analysed using reflexive …

What Makes An Analogy Effective For Students’ Learning Of Mathematics? Conceptualising Analogy Effectiveness For Teaching Mathematics, Vesife Hatisaru, Steven Richardson

Research outputs 2022 to 2026

Analogies are commonly used in mathematics teaching as a means to promote understanding of new potentially abstract concepts, by linking them to well-understood contexts. Despite strong intuition that analogies are helpful in supporting students’ learning of mathematics, there is a lack of agreement on how to objectively judge the utility or conceptual affordances of these analogies. In this paper, we aim to conceptualise how to assess the effectiveness of an analogy by employing Gentner’s structure-mapping theory to analogies and explore two teacher-made analogies (the ‘child-mother’ and the ‘machine’) for learning the formal definition of a function as illustrative examples. By …

Underfunded And Undervalued: Community-Based Health Promotion Practitioners’ Experiences Of Western Australia’S Prevention Sector, Ruth M. Wallace, Leesa N. Costello, Elizabeth J. Cook

Research outputs 2022 to 2026

Prevention is a central policy focus of contemporary health promotion, offering cost-effective strategies to reduce disease burden and improve population well-being. Despite this, Australia allocates a small proportion of its health budget to prevention, with funding models characterized by short-term cycles and competitive tendering. While the consequences for public health are well documented, the impact on the health promotion workforce remains underexplored. Workforce health and stability are critical for program delivery, ethical practice, continuity of relationships with communities, and the capacity to sustain long-term prevention efforts. This qualitative study examined the experience of 19 community-based health promotion practitioners in Western …

Culturally Safe Nursing: Transformative Learning Experiences Through Critical Reflection Assessment, Lesley Andrew, Michelle Pedlow, Bev Ewens

Research outputs 2022 to 2026

Aim: To explore the transformative learning experiences of postgraduate nursing students engaging in an Aboriginal culture and history module, through an analysis of a critical reflection assessment, in particular the student development of cultural awareness and culturally safe practice.

Background: Despite mandated inclusion of Aboriginal cultural content in Australian nursing curricula, culturally unsafe practices and racism persist. Transformative learning, underpinned by critical reflection, can challenge fixed assumptions and promote cultural awareness and culturally safe care.

Design: A qualitative descriptive study using thematic analysis. Methods: Written critical reflections from 15 consenting postgraduate nursing students who completed the Ngany Kalyakal Katatjiny Boordawan …

Disrupted Trajectories: Covid-19, Transnational Youth Mobility And Unequal Transitions To Adulthood, Simon Chambers, Anita Harris, Loretta Baldassar

Research outputs 2022 to 2026

While the impact of COVID-19 on youth development has been widely studied, less is known about its effects on transnationally mobile young adults. This longitudinal study of Australian outbound and inbound mobility examines how the pandemic disrupted this population's experiences abroad as they navigated transitions to adulthood. It draws on two waves of survey data collected using a convenience sample between July 2020 and September 2022. Our findings reveal that COVID-19 presented significant challenges to young adults living away from home, with disruptions to their future plans, social connections, and well-being. However, these impacts were not uniform. The pandemic magnified …

Forty Years In The Making: Reporting On The Co-Creation Of A National Roadmap For Birthing On Country Services For The Best Start To Life, Res Mccalman, Anneka J. Bowman, Roianne West, Kristie Watego, Jyai Allen, Claire Clack, Sue Kildea, Sue Kruske, Melanie Briggs, Cleone Wellington, Rebecca Coddington, Yu Gao, Isabella Garti, Sascha Kowalenko, Sarah Ireland, Catherine Austin, John D. Boffa, Marah Prior, Kelsie Kahl, Bettina Chaseling, Sarah Khaw, Emily Armstrong, Donna Hartz (Kamilaroi), Yvette Roe (Njikena Jawuru)

Research outputs 2022 to 2026

For over 40 years, First Nations communities in Australia have called for community-controlled birthing and maternal–infant health programs that restore First Nations-led, community-controlled birthing systems grounded in cultural authority and sovereignty. ‘Birthing on Country’ services have demonstrated improved First Nations maternal–infant health outcomes, more babies kept out of the child protection system, and reduced health system costs. Restoration and expansion of Birthing on Country services across regions has been inconsistent, and has lacked support for national implementation. In 2022, a large national gathering (‘Best Start to Life’) was co-hosted in Mparntwe (Alice Springs). The focus was Birthing on Country service …

Killer Whales (Orcinus Orca) In The Indo-Pacific: A Review Of Their Distribution, Population Structure, And Ecology, Paola Lacetera, Paul Tixier, Isabella M. Reeves, Maeva Terrapon, Aaron Barnes, Christophe Guinet, Simon H. Elwen, John Totterdell, Jennah Tucker, Paul Cross, Georgia K. Bisset, John Dickie, John P.Y. Arnould

Research outputs 2022 to 2026

Aim: Killer whales, Orcinus orca, are cosmopolitan top predators showing highly variable ecology and behaviour across populations. In the Indo-Pacific, baseline knowledge in general remains scarce, limiting the assessment of their vulnerability to the accelerated environmental changes, including expanding fisheries this region is undergoing.

Methodology: This review synthesises 170 sources found between 2000–2025 to evaluate the current knowledge on distribution, population structure, and feeding ecology (including depredation) of killer whales in the Indo-Pacific, and to identify priorities for future research and management.

Results: Occurrence was highly variable, from sporadic sightings in most tropical sectors to seasonal and year-round presence at …

Rank, Degrading Treatment, And The Italy-Albania Agreement, Jamal Barnes, Obed Adonteng-Kissi

Research outputs 2022 to 2026

In November 2023, Italy signed a five-year agreement with Albania to transfer asylum seekers intercepted in international waters by Italian vessels to Italian-run detention centres in Albania for asylum processing and deportation. The agreement has been controversial and raises several human rights issues. This article examines these human rights concerns and argues that the agreement is degrading by design. Analysing policy documents, legal cases, speeches, international human rights and refugee law, and philosophical and legal scholarship on the concept of degrading treatment, this article argues that the cumulative effect of subjecting people to unnecessary suffering, discrimination, and dehumanisation creates a …

Acute Hamstring Fatigue In Elite Male Sixes Lacrosse Players Following A Single Competitive Match, Nicholas Joel Ripley, Jack Fahey, Matthew W. Collier, Christopher Bramah

Research outputs 2022 to 2026

Background/Objectives: Decreases in hamstring isometric strength have been observed post-competition, but research has currently focused only on soccer players. Therefore, the purpose of the present study was to observe if acute reductions in isometric hamstring force production in elite male lacrosse players occur post-match.

Methods: Peak isometric force measurements were collected from ten male outfielders from the British Lacrosse squad (24.6 ± 2.3 years, 1.80 ± 0.08 m, 86.3 ± 4.5 kg) using force plates. The 90:90 isometric assessment was conducted before and after a single sixes lacrosse match to observe changes in hamstring force production. Bayesian paired sample’s t-test …

Development And Psychometric Validation Of The Multidimensional Measure Of Purpose In Life Ii (Mmop-Ii), Louis Fang, Alfred Allan, Joanne M. Dickson

Research outputs 2022 to 2026

Purpose in life is a central motivational construct that has a profound influence on wellbeing. However, existing measures lack the breadth and precision needed to accurately capture this complex construct. In the present study, we aimed to develop a new measure rooted in a holistic, systems-based theoretical framework of purpose in life: the 18-item Multidimensional Measure of Purpose in Life II (MMOP-II). In Study 1, our confirmatory factor analyses in a sample of 303 university students (female = 82.5.%, white = 78.5%) supported a strong five-factor higher-order model fit, outperforming the three-factor and unidimensional alternatives. The Study 2 results replicated …

Optimization-Based Energy Management Of A Standalone Hybrid Power Plant Using A Hybrid Iheo–Pso Metaheuristic Framework, Muhammad Zeeshan Tariq, Asma Aziz, Barun K. Das

Research outputs 2022 to 2026

The current study combines solar photovoltaic (PV) power, energy storage batteries and wind power to propose a novel and effective method for energy management and optimisation of hybrid renewable energy systems. Optimising the management and coordination of many energy sources is becoming essential, as the world moves towards sustainable energy choices. This study seeks to improve system performance, reliability and operating costs, using a unique hybrid control and power management paradigm, the Improved Human Evolutionary Optimisation (IHEO) algorithm, presented as a novel optimisation method that balances energy flow, generation, storage and consumption. This study shows that the proposed model greatly …

How Conditions Within Immigration Removal Centres In The United Kingdom Affect The Mental Wellbeing Of Detainees: A Scoping Review, Niamh Gallagher, Tristan Price, Matthew Griggs

Peninsula Medical School

BackgroundImmigration Removal Centres (IRCs) are used to detain people for immigration control by the UK government. This scoping review aims to examine the experiences of detainees within UK IRCs, specifically how conditions within them, including the regime, affect their mental wellbeing.MethodsThe Joanna Briggs Institute guideline for scoping reviews was followed. Six bibliographic databases and additional grey literature sources were searched for quantitative and qualitative evidence. Descriptive analyses and quality assessments were conducted.ResultsFifteen research studies and nine pieces of grey literature were included, comprising a total of 1353 participants and 11 IRCs. The majority of data was qualitative in methodology and …

Real-World Testing Of An Artificial Intelligence Conversational Agent As An Early Intervention And Support Tool In The Mental Health Referral Care Pathway: A Mixed-Methods Study, Rohit Shankar, Edward Meinert, Madison Milne-Ives, Emma Taylor, B Inkster, Alina Paik, Ananya Ananthakrishnan, Martin Orr, Ceire Costelloe

Peninsula Medical School

Background: The incidence of mental health concerns is growing, and demand for support is exceeding service capacity.Digital tools can provide additional support but risk causing harm if not delivered safely.Aims: We aimed to establish real-world evidence of the impact of an artificial intelligence-based mental healthconversational agent (Wysa) on depression and anxiety in patients waiting for Talking Therapies treatment.Methods: A mixed-methods randomized controlled trial was conducted with patients referred to Talking Therapies inthe Central and Northwest London NHS Foundation Trust. The primary outcome was change in depression severityover 12weeks between groups; secondary outcomes included anxiety severity, quality of life, safety, engagement, …

Social Prescribing For People In Vulnerable Situations In Europe: Protocol For A Process Evaluation Of An Rct In Eight Countries, Kerryn Husk, Elizabeth Gilmour, Stephanie Tierney, Debra Westlake, Anuschka Arni, Hendrik Napierala, Farhad Rezvani, Marius Dierks, Wolfram J. Herrmann

Peninsula Medical School

Objective Social prescribing is a pathway that connects individuals to non-clinical services. It supports and addresses social needs, such as those related to loneliness, housing instability and mental health. Social Prescribing Europe (SP-EU), a European Union funded project, seeks to co-create an adaptation of the social prescribing pathway based on the needs of the following target groups: LGBTIQ+ people, refugees and first-generation immigrants, older people living alone. This adapted social prescribing pathway will be tested in a pragmatic randomised controlled trial (RCT) in ten hubs, covering eight countries, across Europe. The aim of this process evaluation is to explore the …

Vicarious Trauma: The Psychological Impact On Counsellors And Psychotherapists Working With Survivors Of Sexual Abuse., Deborah Down, Alison Bacon

School of Psychology

Background: Vicarious trauma (VT), the psychological distress that occurs from exposure to the trauma of others, is prevalent among therapists, but has not previously been explored in those working specifically with survivors of sexual trauma. This qualitative study explores counsellors‘ and psychotherapists‘ experiences of VT when working with survivors of sexual abuse. Method: Semi-structured interviews uncovered complex emotional and psychological impacts, highlighting how exposure to traumatic sexual abuse narratives can affect counsellors‘ and psychotherapists‘ wellbeing, and professional and personal identity. A reflexive thematic analysis was conducted. Results: Four key themes were identified. (1) The Impact of VT reveals the emotional …

From Trees To Treewidth: Inventory Management In Complex Supply Chain Networks, Philippe Blaettchen, Andre Calmon, Georgina Hall, Mohit Tawarmalani

Research Collection Lee Kong Chian School Of Business

We propose an exact linear programming (LP)-based solution approach to the Guaranteed Service Model (GSM), one of the most widely applied models for optimizing safety stock placement in supply chain networks. Our approach handles any directed acyclic network and any cost function that depends on a stage’s incoming and outgoing service times. It scales polynomially in the number of nodes n in the network, pseudo-polynomially with respect to the bit size of the maximum replenishment time M, and (for fixed M) exponentially in its treewidth, which quantifies how “tree-like” a network is and can be much smaller …

Serum Proenkephalin A (Penk) As An Emerging Biomarker Of Renal Failure And Its Association With Mineral, Endocrine, And Hematological Parameters, Zahraa H. K. Aljelawy, Haider Abdul-Moneem Al-Mothafer

Muthanna Medical Journal

Objective: Renal failure is related to metabolic and endocrine disorders, in particular chronic kidney disease-Mineral and Bone Disorder (CKD-MBD). In this study, the clinical utility of serum Proenkephalin A (PENK) as a novel renal biomarker was evaluated, and its changes and correlation matrix with established renal, mineral, bone and hematological parameters in patients with renal failure were studied. Materials and Methods: A case control study was performed including patients diagnosed clinically with renal failure and age and gender matched healthy controls. Venous blood samples were collected to analyze serum PENK, including urea, creatinine, parathyroid hormone (PTH), calcium, phosphate, Vitamin D, …

Assessment Of Glycemic Control Among Patients With Type 2 Diabetes Mellitus Attending A Tertiary Diabetes And Endocrinology Center In Sulaymania City/ Iraq, Lina Ali Al-Khafaji, Bahjat Abdulridha Alsaeedy

Muthanna Medical Journal

Introduction: The sociodemographic and clinical factors play a role in type 2 Diabetes Mellitus (T2DM) glycemic control.
Objectives: To assess glycemic control among T2DM patients and its association with sociodemographic and clinical factors.
Materials and methods: A prospective observational study of 210 patients with T2DM at a tertiary diabetes and endocrinology center in Sulaymania city/ Iraq, from April to November 2024. The study involved sociodemographic data, body mass index, blood pressure, and blood tests for HbA1c, fasting blood sugar, total cholesterol, LDL, HDL, triglycerides, blood urea and creatinine. The performed HbA1c tests were compared with baseline results to identify differences, …

Investigating The Impact Of Outreach Programmes On Second Level Students In Formal And Informal Computer Science Education In Ireland, Karen Nolan

Doctoral

Computer Science (CS) education at second-level in Ireland has undergone significant development, including the introduction of the Leaving Certificate Computer Science (LCCS). However, the existing literature examined demonstrated that access to and participation in CS education is uneven, resulting in many students having limited exposure CS at second-level before making educational choices. At the same time, students who elect to study LCCS require appropriate support as they engage with programming and other aspects of a relatively new formal curriculum. This thesis investigates the function of school-based CS outreach in helping students at these various phases of their second-level CS education …

Modern Youth Or Moral Decadence: Discourses On South Korea’S “Youth Culture” In Magazines Of The Late 1960s And Early 1970s, Thibaut Diverchy

Asia Pacific Perspectives

The cultural phenomenon known as “youth culture” (ch’ŏngnyŏn munhwa) emerged in South Korean society at the turn of the 1970s. It encompasses Western fashion trends, music genres, leisure and nightlife. Labeled as a foreign and decadent trend by the authorities, this so-called counterculture was the target of repeated crackdowns. It is sometimes perceived as a force of protest or resistance, but it had more ambiguous relations to the regime. Popular entertainment magazines such as the Sunday Seoul or the Chugan Kyŏnghyang helped propagate youth culture and provided resources about new trends to young people, but also kept a certain distance …

Diffusion-Informed Joint Segmentation Enhances Detection Of Thalamic Atrophy In Parkinson’S Disease, Gozde Kizilates-Evin, Ani Kicik, Emel Erdogdu, Dilek Betul Saridede, Sevim Cengiz, Basar Bilgic, Hasmet A. Hanagasi, Esin Ozturk-Isik, Tamer Demiralp, Ali Bayram

All Works

The thalamus is a critical subcortical hub that relays sensorimotor information and regulates higher-order cognitive processes. Accurate delineation of thalamic nuclei is essential for elucidating disease mechanisms and tracking clinical progression. In this study, we compared two segmentation approaches implemented in FreeSurfer: the conventional structural method and a joint framework that integrates diffusion tensor imaging. Magnetic resonance imaging (MRI) data from 24 healthy controls (HC), 27 patients with cognitively normal Parkinson’s disease (PD-CN), and 33 Parkinson's disease patients with mild cognitive impairment (PD-MCI) were analyzed. Segmentation methods were compared in HC to assess their effect on volume estimates. Group comparisons …