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Featured researches published by Caitlin Brandenburg.


Aphasiology | 2013

Mobile computing technology and aphasia: an integrated review of accessibility and potential uses

Caitlin Brandenburg; Linda Worrall; Amy D. Rodriguez; David A. Copland

Background: Recently, the use of mobile computer technology in health management has received attention in research and clinical domains. The role of mobile devices such as smart phones and tablet PCs in the management of aphasia has not yet been thoroughly reviewed in the literature, and research on mobile technology and aphasia is scarce. Aims: The aim of this paper is to review accessibility issues and the potential uses of mobile computing for people with aphasia, with a view to stimulating and guiding further research. Main Contribution: The literature reviewed is synthesised into key design features which may enhance the accessibility of technology for people with aphasia. The importance of access to technology for non-rehabilitative purposes and the potential role of smart phones as a cost-effective, time-efficient and context-sensitive health management tool are outlined. Potential functions of speech pathology applications (apps) are also proposed, with the aim of improving the organisation and direction of research in this area. Conclusions: Improving access to mobile computing technology by people with aphasia has the potential for enhancing both social participation and management of aphasia. It is clear from this review that more research is needed into how accessibility may be improved, as well as on the development of mobile applications that aid management of aphasia.


Disability and Rehabilitation | 2015

Crosswalk of participation self-report measures for aphasia to the ICF: what content is being measured?

Caitlin Brandenburg; Linda Worrall; Amy D. Rodriguez; Karl Bagraith

Abstract Purpose: Community participation is of importance to people with aphasia, who are at risk of becoming socially isolated. This study investigates the content of measures of community and social participation for this population by crosswalking items to the ICF. This will evaluate: (1) to what extent the included assessments assessed participation only, (2) what content appeared most frequently and (3) which response formats were utilised. Methods: Instruments were identified from four systematic reviews and a literature search. 111 instruments that were self-reported, developed for adults and published in English were identified. Items were linked to ICF domains, and third-level categories of the Activities and Participation chapter. Results: Ninety instruments (2426 items) were included. Of these, 29 instruments contained over 50% participation items. The most frequently included participation categories in this subset were education, paid employment, recreation, socialising, being a carer, relating with friends, family and spouses, volunteer work, managing finances, community life, civic duties, human rights and religion/spirituality. Self-care, mobility and domestic life concepts were also frequently reported. Commonly used response formats were restriction, frequency and satisfaction. Conclusions: Few instruments solely assessed participation according to our operationalisation. This study provides a list of possible measures for use in assessing participation. Implications for Rehabilitation Participation restriction, as defined by the International Classification of Functioning, Disability and Health, is a key concern for people with aphasia. By conducting the crosswalk, we have identified that self-report measures of participation vary widely in content and response metrics, and often include activity, body function, environmental and quality of life items. This review may assist rehabilitation researchers and clinicians in choosing a measure of participation restriction for people with aphasia and other populations by listing instruments with over 50% participation content. These results also indicate that the construct of participation needs to be adequately and uniformly defined so that the ICF to be used effectively as a framework for health status measurement.


Aphasiology | 2015

The development and accuracy testing of CommFit™, an iPhone application for individuals with aphasia

Caitlin Brandenburg; Linda Worrall; David A. Copland; Emma Power; Amy D. Rodriguez

Background: There has been an increasing amount of focus on measuring the ICF concept of participation in the rehabilitation of people with aphasia. The amount of time that people with aphasia talk has the potential to be used as an indicator of participation for this population. However, in order to measure talk time, an accurate, portable, and usable biofeedback tool is required. This paper details the development and accuracy testing of the CommFit™ iPhone application, which, paired with a BlueTooth headset, times the talk of the user. Aims: The aim of development of CommFit™ was to maximise the likelihood that the app would be usable by people with stroke and aphasia. Accordingly, aphasia-friendly text principles and other features of accessibility were integrated into the design, which is described in detail in this paper. The purpose of this study was to investigate the accuracy of CommFit™ in quantifying talk time in everyday environments in a small number of healthy adults. Methods & Procedures: Participants were three healthy individuals, who each wore the CommFit™ app with BlueTooth headset and a continuous voice recorder for a total of 10 h in their everyday lives. Talk time registered by the app was compared to the amount of talk time manually calculated from the continuous voice recording to obtain its relative accuracy. Outcomes & Results: CommFit™ measured talk time within ±4% of the actual talk time in an ideal environment with no background noise, and ±13% in everyday environments when a calibration procedure was used. Conclusions: CommFit™ is an app that was developed to be aphasia-friendly and accessible. The accuracy results suggest that the app with headset is a usable and valid indicator of talking time for people with aphasia. Testing will be carried out with the target population to further confirm the usability of the app and its role as an indicator of participation.


International Journal of Speech-Language Pathology | 2017

An exploratory investigation of the daily talk time of people with non-fluent aphasia and non-aphasic peers

Caitlin Brandenburg; Linda Worrall; David A. Copland; Amy D. Rodriguez

Abstract Purpose: This paper presents an exploratory investigation of the talk time of people with non-fluent aphasia, as measured by the CommFit™ app. Aims were to compare the talk time of people with aphasia with non-aphasic peers and measures of impairment, activity and participation. The variability of talk time over weeks and days of the week was also investigated. Method: Twelve people with post-stroke, non-fluent aphasia and seven non-aphasic controls measured their talk time using the CommFit™ app for 6 h/day for 14 days. Result: People with aphasia talked for a mean of 4.5 min/h and non-aphasic controls 7.2 min/h, which was not a significant difference (p = 0.056). Talk time of people with aphasia was not significantly correlated with WAB-R AQ or CADL-2 scores, but a moderate-high positive relationship between talk time and SIPSO scores was found (r = 0.648, p = 0.015). Talk time was not significantly different between the first and second weeks of recording for either group, and days of the week were not significantly different except for Saturdays, in which talk time was higher. Conclusion: This study provides some preliminary data on talk time in people with aphasia, suggesting that talk time is an indicator of participation.


Aphasiology | 2016

Barriers and facilitators to using the CommFit™ smart phone app to measure talk time for people with aphasia

Caitlin Brandenburg; Linda Worrall; David A. Copland; Amy D. Rodriguez

ABSTRACT Background: The use of mobile technology in aphasia rehabilitation is an emerging area of research. CommFit™ is a smart phone application which was developed according to aphasia-friendly guidelines to measure the talk time of people with aphasia. Presently, the ease-of-use of CommFit™ for people with aphasia has not been investigated, and there is little research on the barriers and facilitators to using mobile technology for this population. Aims: The aim of this study was to describe the barriers and facilitators experienced by people with aphasia while using CommFit™. Methods & Procedures: Twelve people with aphasia used the CommFit™ system-app, iPhone and BlueTooth headset, to measure their talking time for 14 days. The Western Aphasia Battery-Revised Aphasia Quotient was used to determine aphasia severity. During the initial training session and data collection period, field notes were taken by researchers. At the end of the data-collection period, participants completed an ease-of-use rating scale and participated in semi-structured interviews on the barriers and facilitators to using the CommFit™ system. Outcomes & Results: Field notes and data from semi-structured interviews identified eight barriers; physical and language impairments related to stroke, other physical barriers not related to stroke, time constraints, unfamiliarity with technology, social attitudes, design of the technology and technology malfunction. Facilitators included support from researchers, support from other people, app design and use of the manual. On the ease-of-use rating scale, steps involving the headset were rated as less usable than other steps involved in using the CommFit™ system. However, all steps had mean scores indicating that they were “easy to use” or “very easy to use”. Spearman correlations indicated that there was no significant relationship between ease-of-use ratings and aphasia severity. However, there was a significant negative correlation between age and ease-of-use rating of “pairing the headset” (r = −0.8173, p = 0.013). Conclusions: The results of this study identified barriers to using mobile technology, many of which were not connected to the participants’ stroke-related impairments. It also identified several facilitators which should be capitalised on when using mobile technology with this population. Last, results indicated that the BlueTooth headset was not a highly usable component of the CommFit™ system, especially for older users. This will be addressed in future research on the app.


International Journal of Stroke | 2015

Measuring participation in stroke and aphasia: A crosswalk of ninety instruments to ICF categories

Caitlin Brandenburg; Linda Worrall; Amy D. Rodriguez; K. Bagraith

Session 1: ICH/TIA 1100–1230 Management of unruptured intracranial arteriovenous malformations in pediatric patients with stereotactic radiosurgery D Ding, Z Xu, C-P Yen, R M Starke, J P Sheehan University of Virginia, Charlottesville, Virginia, USA Background: Unruptured intracranial arteriovenous malformations (AVM) in pediatric patients (age <18 years) were excluded from A Randomized Trial of Unruptured AVMs. Therefore, the efficacy of stereotactic radiosurgery (SRS) for unruptured pediatric AVMs is poorly understood. The goal of this study is to determine the outcomes and define the predictors of obliteration following SRS for unruptured pediatric AVMs. Methods: We evaluated a prospective, institutional AVM SRS database, from 1989 to 2013. Patients with age <18 years at the time of SRS, unruptured nidi, and at least two years of radiologic follow-up or AVM obliteration were selected for analysis. Statistical analyses were performed to determine actuarial obliteration rates and identify factors associated with obliteration. Results: In the 51 unruptured pediatric AVM patients included for analysis, the median age was 13 years, and the most common presentation was seizure (53%). The median nidus volume, radiosurgical margin dose, and radiologic follow-up were 3.2 cm, 21.5 Gy, and 45 months, respectively. The actuarial AVM obliteration rates at 3, 5, and 10 years were 29%, 54%, and 72%, respectively. In the multivariate Cox regression analysis, higher margin dose (P = 0.002), fewer draining veins (P = 0.038), and lower Virginia Radiosurgery AVM Scale (P = 0.003) were independent predictors of obliteration. The incidences of radiologically evident, symptomatic, and permanent radiation-induced changes were 55%, 16%, and 2%, respectively. The annual post-radiosurgery hemorrhage rate was 1.3%. Conclusion: Radiosurgery affords a favorable risk to benefit profile for unruptured pediatric AVMs. Pediatric patients with unruptured AVMs merit further study to define an optimal management approach. 1. Al-Shahi Salman R, White PM, Counsell CE, du Plessis J, van Beijnum J, Josephson CB, Wilkinson T, Wedderburn CJ, Chandy Z, St George EJ, Sellar RJ, Warlow CP. Outcome after conservative management or intervention for unruptured brain arteriovenous malformations. JAMA 2014; 311:1661–1669. 2. Ding D, Xu Z, Yen CP, Starke RM, Sheehan JP. Radiosurgery for unruptured cerebral arteriovenous malformations in pediatric patients. Acta Neurochir (Wien) 2014. DOI: 10.1007/s00701-0142305-4. 3. Mohr JP, Parides MK, Stapf C, Moquete E, Moy CS, Overbey JR, Al-Shahi Salman R, Vicaut E, Young WL, Houdart E, Cordonnier C, Stefani MA, Hartmann A, von Kummer R, Biondi A, Berkefeld J, Klijn CJ, Harkness K, Libman R, Barreau X, Moskowitz AJ. Medical management with or without interventional therapy for unruptured brain arteriovenous malformations (ARUBA): a multicentre, non-blinded, randomised trial. Lancet 2014; 383:614–621. Subclinical ischemic lesions in patients with intracranial haemorrhage S Singhal, J V Ly, R V Chandra, J Zhou, C Soufan, H Ma, B Clissold, V Srikanth, T G Phan Monash Health, Clayton, VIC, Australia Background and Purpose: Subclinical ischemic lesions on diffusion weighted MR imaging (MRI-DWI) have been recently described in patients with spontaneous intracerebral hemorrhage (ICH) and convexity subarachnoid hemorrhage (cSAH). Such lesions are postulated to be part of the amyloid angiopathy spectrum. We hypothesized that the frequency of these MRI-DWI lesions may differ between patients presenting with cSAH, lobar ICH and basal ganglia ICH. Methods: Retrospective study of patients presenting between 2011–2014 with cSAH and/or ICH and subsequent MRI. Patients with an aneurysm, arteriovenous malformation, or hemorrhagic infarct were excluded. ICH topography was classified as lobar or basal ganglia; MRI-DWI lesions were classified as subclinical if there were no associated symptoms; contrast enhanced scans were assessed for leptomeningeal contrast enhancement. Results: Of 115 eligible patients, 56 patients had MRI within 14 days of hemorrhage (mean age 69.4 ± 11.5 years; 48% male). Overall, 21% (n = 12/56) patients with cSAH and/or ICH had subclinical MRI-DWI lesions. MRI-DWI lesions occurred more frequently in patients with cSAH than basal ganglia ICH (n = 5/12 vs 2/30; p = 0.006) and in patients with lobar ICH than basal ganglia ICH (n = 5/18 vs 2/30; p = 0.04). There was no significant difference in MRI-DWI lesions between cSAH and lobar ICH. Patients with MRI-DWI lesions had more frequent adjacent leptomeningeal contrast enhancement (p < 0.001). Conclusion: Subclinical ischemic lesions occur more frequently in patients with cSAH and lobar ICH than basal ganglia ICH. More frequent leptomeningeal contrast enhancement in these patients may point to a common underlying amyloid-related small vessel vasculopathy. Impact of haematoma shape and density on 90-day outcome after intracerebral haemorrhage: The INTERACT2 study C Delcourt, S Zhang, H Arima, S Sato, R A-S Salman, X Wang, C Stapf, T Robinson, P Lavados, J Chalmers, E Heeley, C Anderson Neurology and Mental Health Division, The George Institute for Global Health, Sydney, NSW, Australia The University of Sydney, Sydney, NSW, Australia Neurology Department, Royal Prince Alfred Hospital, Sydney, NSW, Australia University of Edinburgh, NHS Lothian, Edinburg, United Kingdom Université Paris Diderot – Sorbonne Paris, AP-HP Hôpital Lariboisière, Paris, France Leicester Royal Infirmary, University of Leicester, Leicester, United Kingdom Departamento de Medicina, Clínica Alemana, Universidad del Desarrollo (P.M.L.), Santiago, Chile The George Institute for Global Health, Sydney, NSW, Australia Background: Irregularity of shape and heterogeneous density suggest multiple bleeding foci and different periods of bleeding, respectively, in acute intracerebral hemorrhage (ICH). These features predict hematoma expansion but with uncertain significance on patient outcome. The aim of this study was to assess the association of shape and density on outcome among participants of INTERACT2, an open-label randomized controlled trial. Method: Shape and density were measured in 2066 patients with baseline CT. The Barras scale was used to categorize the appearance of the ICH, on the largest axial slice, into ‘regular’ (1 to 2) vs ‘irregular’ (3 to 5); density variation into ‘homogeneous’ (1 to 2) vs ‘heterogeneous’ (3 to 5). Logistic regression models were used to assess hematoma parameters on the primary outcome defined as death or major disability (mRS 3–6) at 90 days. Secondary outcomes were death and major disability, separately. Results: Shape irregularity was associated with poor outcome (OR 1.64, 95%CI 1.33–2.03), and separately only on major disability (OR 1.5, 95% CI 1.24–1.83). Density heterogeneity was not associated with poor outcome (OR 1.09, 95%CI 0.87–1.36), or the separate components of death or disability. Abstracts


International Journal of Stroke | 2015

Investigating talk time as an indicator of participation in people with aphasia using the CommFit (TM) iPhone app as a measurement tool

Caitlin Brandenburg; Linda Worrall; David A. Copland; Amy D. Rodriguez

Habitat loss is viewed as a primary cause of pollinator population declines. Managed meadows and gardens provide benefits to wildlife, including pollinating insects. Given the interest in planting flowers for pollinators, lists of recommended varieties have been produced by professional organizations and amateurs alike. These lists serve as a good starting point but are often not grounded in empirical data. Coreopsis is a popular garden plant and a frequent component of commercial pollinator seed mixes. The aim of this study is to compare the ecological role of commercially available Coreopsis plants. It is hypothesized that pollinating insects exhibit preferences based on color and other floral traits. To address this question 4 species of wildtype Coreopsis and 13 cultivars were evaluated for their attractiveness to pollinating insects. Data was collected between June and August 2014 from Coreopsis plants in the Mount Cuba Center trial garden (Hockessin, Delaware). Flower visitors were observed and recorded to morphospecies. To assess which visual floral traits were correlated with pollinator visitation, inflorescence diameter, inflorescences per plant, inflorescence color and pattern, plant height, and number of flowers per inflorescence were measured. Correlating visitation with floral traits may explain the differential attraction of pollinators to Coreopsis flowers. David Ray The Nature Conservancy, MD/DC Chapter Atlantic White-Cedar Stand History and Rehabilitation Prospects Abstract: Efforts to understand the history and dynamics of Atlantic white-cedar (AWC) communities within the Nassawango Creek Watershed were undertaken to help inform various aspects of projects aimed at reestablishing and rehabilitating AWC across the ownership. We used a combination of local knowledge, aerial imagery and ancillary GIS layers (e.g. soils and wetlands), and extensive field transects to identify areas where AWC either currently exists or was known to have been present historically. This information has been assembled using GPS/GIS mapping and spatial analysis, through a dendrochronological study (analysis of tree rings), and observations of natural regeneration. Results presented in this poster suggest there is considerable potential to rehabilitate degraded AWC stands, an aspect of this effort that we have recently begun working on. Efforts to understand the history and dynamics of Atlantic white-cedar (AWC) communities within the Nassawango Creek Watershed were undertaken to help inform various aspects of projects aimed at reestablishing and rehabilitating AWC across the ownership. We used a combination of local knowledge, aerial imagery and ancillary GIS layers (e.g. soils and wetlands), and extensive field transects to identify areas where AWC either currently exists or was known to have been present historically. This information has been assembled using GPS/GIS mapping and spatial analysis, through a dendrochronological study (analysis of tree rings), and observations of natural regeneration. Results presented in this poster suggest there is considerable potential to rehabilitate degraded AWC stands, an aspect of this effort that we have recently begun working on. POSTER PRESENTATIONS Larry Murrell Air Infusion removes Biomat-Lining of Septic Stone-Filled Trench in less than Six Hours: New Protocol to Restore Impaired Septic System Function It is widely recognized that soil decline of residential properties in New Jersey follows a pattern of 1) waterlogging, 2) anaerobic-bacteria-generated toxins impairing plant health, 3) compaction, 4) rapid erosion, and 5) rising water tables. Use of pesticides and inorganic fertilizers accelerate the compaction and erosion in a vicious cycle. These negative impacts on soil health have a domino effect causing chronically high, usually perched water tables, contributing to water-logging and basement flooding. What is not widely recognized is that the soil surrounding the trenches of septic systems, also called drainfields or laterals, is highly susceptible to water-logging and the increasing water tables found all along the Eastern Seaboard. A high water table for septic fields promotes rapid formation of a 1-2” thick black biomat that forms in the surrounding soil. This biomat leads to compromised water flow from the stone-filled trench, or drainfield, into the septic field, and eventually to complete failure of the septic system. We have found that an effective way to attack the biomat of a septic system in a one-step procedure that destroys the biomat and allows the entrained waste water in the gravel train to surge into the soil of the septic field, literally saturating the soil of the field. Once this entrained waste water is transferred to the soil, natural aerobic bacteria digest the remains of the biomat and any toxins present in the field. This new protocol is effective because it saturates void spaces in the trench, and then saturates the entire septic field with aerated water. The restoration process is cost effective and takes only 6 8 hours to complete for each trench of a septic system. With our protocol, the entire biomat is destroyed by uniform air-infusion to the entire trench, and subsequently to the entire field. Samantha Nestory and Judy HoughGoldstein University of Delaware Entomology and Wildlife Ecology Mechanical control methods for Japanese stiltgrass (Microstegium vimineum) Abstract: Japanese stiltgrass (Microstegium vimineum) is an invasive grass that poses a major threat to native biodiversity and restoration efforts in invaded areas. While there are recommended control methods, few studies have scientifically quantified the efficacy of these control methods. A previous study determined that mowing any time after midsummer reduces the M. vimineum population, so we expanded upon this study to determine the effect of mowing height on M. vimineum populations. We established small plots at two sites that were dominated by M. vimineum. Vegetation surveys were conducted for each plot and then plots were mowed at one of three different heights (10 cm, 5 cm, 0 cm) in late summer before seed set. After 5 weeks, prior to senescence, all vegetation in the plots was harvested. Seed spikelets were counted, dried, and weighed. Vegetation was sorted into M. vimineum vegetation and all other vegetation, then dried and weighed. Results show that mowing at any of the three heights significantly reduced seed production and seed biomass of M. vimineum. Mowing at 10 cm reduced seed production by 85.9% and mowing at ground level reduced seed production by 99.5%. Seed biomass was reduced by 92.1% when plots were mowed 10 cm and by 99.5% when mowed at ground level. The results demonstrate that mowing below 10 cm before seeding occurs can significantly reduce M. vimineum reproductive output and could be integrated into an effective management program, which could increase the success of restoration efforts. Japanese stiltgrass (Microstegium vimineum) is an invasive grass that poses a major threat to native biodiversity and restoration efforts in invaded areas. While there are recommended control methods, few studies have scientifically quantified the efficacy of these control methods. A previous study determined that mowing any time after midsummer reduces the M. vimineum population, so we expanded upon this study to determine the effect of mowing height on M. vimineum populations. We established small plots at two sites that were dominated by M. vimineum. Vegetation surveys were conducted for each plot and then plots were mowed at one of three different heights (10 cm, 5 cm, 0 cm) in late summer before seed set. After 5 weeks, prior to senescence, all vegetation in the plots was harvested. Seed spikelets were counted, dried, and weighed. Vegetation was sorted into M. vimineum vegetation and all other vegetation, then dried and weighed. Results show that mowing at any of the three heights significantly reduced seed production and seed biomass of M. vimineum. Mowing at 10 cm reduced seed production by 85.9% and mowing at ground level reduced seed production by 99.5%. Seed biomass was reduced by 92.1% when plots were mowed 10 cm and by 99.5% when mowed at ground level. The results demonstrate that mowing below 10 cm before seeding occurs can significantly reduce M. vimineum reproductive output and could be integrated into an effective management program, which could increase the success of restoration efforts. POSTER PRESENTATIONS Monica Gagliardi Temple University School of Environmental Design ML Architect Student Oxford Wetland Sanctuary: What Nature Intended Abstract: In the era of global climate change, wetlands are a vital resource, providing the link to a resilient social, economic and environmental future. The Oxford Wetland Sanctuary goes beyond simply connecting people to nature, it uses a metric––the Evaluation for Planned Wetlands (EPW)––to restore a wetland, ensuring a highly impactful design based on science. The project incorporates creative social engagement, educational programming and economic opportunities. In the era of global climate change, wetlands are a vital resource, providing the link to a resilient social, economic and environmental future. The Oxford Wetland Sanctuary goes beyond simply connecting people to nature, it uses a metric––the Evaluation for Planned Wetlands (EPW)––to restore a wetland, ensuring a highly impactful design based on science. The project incorporates creative social engagement, educational programming and economic opportunities. Wetland mitigation banking represents an important economic component of the environmental sector, showcasing synergies between effective environmental protection and economic expansion while elevating the value of wetlands in society. The plan uses strategic micro grading and native re-vegetation to create a complex system that absorbs rainwater and slowly releases it to the aquifer; absorbs chem


Folia Phoniatrica Et Logopaedica | 2015

Neuroscientific Implications in Assessment and Intervention for Aphasia

Linda Worrall; Caitlin Brandenburg; Kirstine Shrubsole

Within an overarching theme of generational change in aphasiology, the aims of this paper are to (a) unify the neuroscience of the language impairment of aphasia with the psychosocial science of aphasia, (b) consider the implications of technology and (c) address the global challenge of translational research in this field. To achieve the first two aims, 10 principles of neuroplasticity will be interpreted within the World Health Organizations International Classification of Functioning, Disability and Health (ICF). Two novel treatment approaches to aphasia (UQ Aphasia LIFT and CommFit™) will be described that illustrate how the neuroplasticity principles can be interpreted more broadly within the ICF. The global challenge of translational research will bring the perspective of clinicians and consumers through to aphasia research via 3 recent sets of best practice statements for aphasia. Each demonstrates how the field of aphasiology is undertaking a knowledge synthesis within its broader remit of knowledge transfer and exchange. The Australian Aphasia Rehabilitation Pathway is described as a way of creating living clinical guidelines that are helpful to all stakeholders in aphasia research.


Archive | 2016

Aphasia in later life

Linda Worrall; Tanya Rose; Caitlin Brandenburg; Alexia Rohde; Karianne Berg; Sarah J. Wallace


Archive | 2015

Performance-based measurement of participation for people with aphasia: using an iPhone application to measure talking time in everyday life

Caitlin Brandenburg

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Linda Worrall

University of Queensland

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Alexia Rohde

University of Queensland

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Karl Bagraith

Royal Brisbane and Women's Hospital

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Tanya Rose

University of Queensland

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Kristin Lamvik

University of Canterbury

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