DFUCare: deep learning platform for diabetic foot ulcer detection, analysis, and monitoring.

Introduction: Diabetic foot ulcers (DFUs) are a severe complication among diabetic patients, often leading to amputation or even death. Early detection of infection and ischemia is essential for improving healing outcomes, but current diagnostic methods are invasive, time-consuming, and costly. There is a need for non-invasive, efficient, and affordable solutions in diabetic foot care. Methods: We developed DFUCare, a platform that leverages computer vision and deep learning (DL) algorithms to localize, classify, and analyze DFUs non-invasively. The platform combines CIELAB and YCbCr color space segmentation with a pre-trained YOLOv5s algorithm for wound localization. Additionally, deep-learning models were implemented to classify infection and ischemia in DFUs. The preliminary performance of the platform was tested on wound images acquired using a cell phone. Results: DFUCare achieved an F1-score of 0.80 and a mean Average Precision (mAP) of 0.861 for wound localization. For infection classification, we obtained a binary accuracy of 79.76%, while ischemic classification reached 94.81% on the validation set. The system successfully measured wound size and performed tissue color and textural analysis for a comparative assessment of macroscopic wound features. In clinical testing, DFUCare localized wounds and predicted infected and ischemic with an error rate of less than 10%, underscoring the strong performance of the platform. Discussion: DFUCare presents an innovative approach to wound care, offering a cost-effective, remote, and convenient healthcare solution. By enabling non-invasive and accurate analysis of wounds using mobile devices, this platform has the potential to revolutionize diabetic foot care and improve clinical outcomes through early detection of infection and ischemia.

Development of a Remote Health-Monitoring System for Frail People: A Preliminary Study.

Respiratory and cardiovascular functions decline with age in elderly individuals. Consequently, the incidence of chronic respiratory and cardiovascular diseases increases with age. Heart disease and pneumonia are the leading causes of death in Japan. Given the pathophysiological nature of these diseases, patients inevitably require monitoring of their cardiac and pulmonary functions, such as heart rate and arterial blood oxygenation, as systemic parameters. In addition, monitoring skin temperature and humidity as local parameters is preferable for elderly individuals to maintain healthy daily conditions. In the present study, we developed a wearable vital sign monitoring system and validated the accuracy of the device under development as compared to authorised medical devices that measure these systemic and local parameters in the peripheral tissue of the palm. For the systemic parameters, mean values showed no significant differences between the two devices, but the data bias was greater for the device under development. For the local parameters, mean values showed significant differences between the two devices; however, the data bias was the same for both devices. The acceptable data acquisition of the device under development was approximately 89%, with error acquisition mainly caused by the measurement of systemic parameters. We conclude that further improvements in measurement of systemic parameters are required to increase the data acquisition beyond 90%.

Optimising remote health workforce retention: protocol for a program of research.

BACKGROUND: Nowhere is optimising healthcare staff retention more important than in primary health care (PHC) settings in remote Australia, where there are unacceptably high rates of staff burnout and turnover. Ensuing consequences for the remote health services and the community are acute - staffing shortfalls in clinics; organisational instability; excessive costs associated with frequent staff recruitment and orientation; diminished access to PHC for patients in need; and lack of continuity of patient care; all of which further entrench poor health outcomes for the community. Optimising remote healthcare staff retention is critical in order to provide high quality and continued PHC. Currently, however, there is paucity of knowledge to inform targeted and effective retention strategies in remote health services. This research program seeks to develop a stronger evidence base to understand (i) what retention strategies are effective in improving morale, job satisfaction, intention to remain in the job, and consequent length of service for remote healthcare staff; (ii) how best to 'bundle' these strategies for different health workforce groups; and (iii) how these 'bundles' work in different service contexts. METHODS: This paper describes a five-year implementation research program in partnership with twelve remote Aboriginal and Torres Strait Islander Community Controlled Health Services (ATSICCHS) in the Northern Territory and Queensland, Australia. Overall methodology follows a participatory action research approach which incorporates co-design and realist elements. The program comprises two broad phases involving evidence consolidation and synthesis (Phase 1), and co-design, implementation, and prospective evaluation of 'bundles' of retention strategies (Phase 2) to improve retention of healthcare staff in participating ATSICCHSs. DISCUSSION: This innovative research program has the potential to develop a comprehensive evidence base required to optimise health workforce retention in remote health services. This new evidence will strengthen understanding of what 'bundles' of retention strategies are effective, for which groups of employees, and how they work to improve staff retention.

The HOTspots Digital Surveillance: Conceptualisation to Clinical Deployment.

The HOTspots digital surveillance platform (HOTspots) is a critical technology of the HOTspots Surveillance and Response Program. It provides timely point-of-care access to pathology and demographic data from previously underserved regions. Co-designed with clinicians, epidemiologists, and health policy makers, the platform provides the evidence-base to empower efficient clinical management of patients with antimicrobial resistant (AMR) infections and supports national disease surveillance efforts in Australia. The pathway from conceptualisation to deployment for the HOTspots digital surveillance platform is described.

Examining workplace safety for remote area nurses in Australia: a cross-sectional descriptive study.

INTRODUCTION: Australia's remote health sector has chronic understaffing issues and serves an isolated, culturally diverse population with a high burden of disease. Workplace health and safety (WHS) impacts the wellbeing and sustainability of the remote health workforce. Additionally, poor WHS contributes to burnout, high turnover of staff and reduced quality of care. The issue of poor WHS in Australian very remote primary health clinics was highlighted by the murder of remote area nurse (RAN) Gayle Woodford in 2016. Following her death, a national call for change led by peak bodies and Gayle's family resulted in the development of many WHS recommendations and strategies for the remote health sector. However, it is unclear whether they have been implemented. The aim of this study is to identify which WHS recommendations have been implemented, from the perspective of RANs. METHODS: A cross-sectional online survey of 173 RANs was conducted during December 2020 and January 2021. The survey was open to all RANs who had worked in a very remote (MM 7 of the Modified Monash (MM) Model) primary health clinic in Australia more recently than January 2019. A convenience sampling approach was used. The survey tool was developed by the project team using a combination of validated tools and remote-specific workplace safety recommendations. Broad recommendations, such as having a safe clinic building, safe staff accommodation, local orientation, and 'never alone' policy, were broken down into specific safety criteria. These criteria were used to generate workplace safety scores to quantify how well each recommendation had been met, and clustered into the following domains: preparation of staff, safe work environment and safe work practices. Descriptive statistics were used and the safety scores between different states and territories were also compared. RESULTS: Overall, the average national workplace safety score was 53% (standard deviation (SD) 19.8%) of recommendations met in participants' most recent workplace, with median 38.5% (interquartile range (IQR) 15.4-61.5%) of staff preparation recommendations, median 59.4% (IQR 43.8-78.1%) of safe work environment recommendations, and median 50.0% (IQR 30.0-66.7%) of safe work practices recommendations met. Within domains, some recommendations had greater uptake than others, and the safety scores of different states/territories also varied. Significant variation was found between the Northern Territory (57.5%, SD 18.7%) and Queensland (41.7%, SD 16.7%) (p<0.01), and between South Australia (74.5%, IQR 35.9%) and Queensland (p<0.05). Last, many RANs were still expected to attend after-hours call-outs on their own, with only 64.1% (n=107/167) of participants reporting a 'never alone' policy or process in their workplace. CONCLUSION: The evidence from this study revealed that some recommended safety strategies had been implemented, but significant gaps remained around staff preparation, fatigue management and infrastructure safety. Ongoing poor WHS likely contributes to the persistently high turnover of RANs, negatively affecting the quality and continuity of health care in remote communities. Variation in safety scores between regions warns of a fragmentation of approaches to WHS within the remote health sector, despite the almost identical WHS legislation in different states/territories. These gaps highlight the need to establish and enforce a national minimum standard of workplace safety in the remote health sector.

Portable bioimpedance analyzer for remote body composition monitoring: A clinical investigation under controlled conditions.

OBJECTIVES: In an era when telemedicine is becoming increasingly essential, the development and validation of miniaturized Bioelectrical Impedance Analysis (BIA) devices for accurate and reliable body composition assessment is crucial. This study investigates the BIA Metadieta, a novel miniaturized BIA device, by comparing its performance with that of standard hospital BIA equipment across a diverse demographic. The aim is to enhance remote health monitoring by integrating compact and efficient technology into routine healthcare practices. METHODS: A cross-sectional observational study was conducted with 154 participants from the Clinical Nutrition Unit. The study compared resistance (R), reactance (Xc), and phase angle (PhA) measurements obtained from the BIA Metadieta device and a traditional hospital-based BIA device. RESULTS: Analysis revealed strong positive correlations between the BIA Metadieta and the hospital-based device for R (r = 0.988, P < 0.001), Xc (r = 0.946, P < 0.001), and PhA (r = 0.929, P < 0.001), indicating the miniaturized device's high accuracy and reliability. These correlations were consistent across different genders and BMI categories, demonstrating the device's versatility. CONCLUSIONS: The BIA Metadieta device, with its miniaturized form factor, represents a significant step forward in the field of remote health monitoring, providing a reliable, accurate, and accessible means for assessing body composition.

Patterns of health workforce turnover and retention in Aboriginal Community Controlled Health Services in remote communities of the Northern Territory and Western Australia, 2017-2019.

BACKGROUND: Aboriginal Community Controlled Health Services (ACCHSs) in Australia aim to optimise access to comprehensive and culturally safe primary health care (PHC) for Aboriginal populations. Central to quality service provision is the retention of staff. However, there is lack of published research reporting patterns of staff turnover and retention specific to ACCHSs. This study quantified staff turnover and retention in regional and remote ACCHSs in the Northern Territory (NT) and Western Australia (WA), and examined correlations between turnover and retention metrics, and ACCHSs' geographical and demographic characteristics. METHODS: The study used 2017-2019 payroll data for health workers in 22 regional and remote PHC clinics managed by 11 ACCHSs. Primary outcome measures included annual turnover and 12-month stability rates, calculated at both clinic and organisation levels. RESULTS: There was a median of five client-facing (Aboriginal health practitioners, allied health professionals, doctors, nurses/midwives, and 'other health workers' combined) and two non-client-facing (administrative and physical) staff per remote clinic, at any timepoint. Mean annual turnover rates for staff were very high, with 151% turnover rates at the clinic level and 81% turnover rates at the organisation level. Mean annual turnover rates for client-facing staff were 164% and 75%, compared to 120% and 98% for non-client-facing staff, at clinic and organisational levels, respectively. Mean 12-month stability rates were low, with clinic-level stability rates of only 49% and organisation-level stability rates of 58%. Mean annual clinic-level turnover rates were 162% for non-Aboriginal staff and 81% for Aboriginal staff. Both workforce metrics were moderately to highly correlated with the relative remoteness of clinics, size of regular clients serviced, and average annual headcount of employees in each clinic (p values < 0.01). CONCLUSIONS: Participating ACCHSs in remote NT and WA have very high turnover and low retention of healthcare staff. Overall, clinic-level turnover rates increase as distance from regional centres increases and are lower for Aboriginal staff, suggesting that greater employment of Aboriginal staff could help stabilise staffing. Improved retention could reduce burden on ACCHSs' resources and may also support quality of service delivery due to improved cultural safety and continuity of care.

Optimizing Remote Health Monitoring for Digital Platforms: Evaluating the Efficacy of Gamification in Enhancing Data Collection.

In recent years, the integration of game-like elements into non-gaming contexts has shown promise in enhancing user engagement and motivation. This study assesses the impact of gamification elements on data collection efficacy in m-health applications. An ad-hoc mobile application was developed and used in a randomized two-arm pilot study. Participants interacted either with the gamified meal-logging application or with its non-gamified version for ten days. The results from this study emphasize the benefits of incorporating gamification techniques into health applications embedded in digital platforms. While both versions were well-received, reaching high System Usability Scale (SUS) scores (91 and 93.5) and generally positive feedback, the gamified app demonstrated a distinct advantage in promoting user engagement and consistent data logging. This highlights the importance of gamification in health research, suggesting its potential to ensure thorough and consistent data collection, which is essential for producing reliable research outcomes.

Age of hepatitis B e antigen loss in Aboriginal, Torres Strait Islander and non-Indigenous residents of tropical Australia; implications for clinical care.

Abstract: This study determined the hepatitis B e antigen (HBeAg) status of people living with chronic hepatitis B (CHB) in Far North Queensland (FNQ), Australia and their age of HBeAg loss. It was hoped that this would provide data to explain the stark difference in the incidence of hepatocellular carcinoma (HCC) between Aboriginal and Torres Strait Islander individuals living with CHB in FNQ, a finding that has been hypothesised to relate to differences in hepatitis B virus genotype. We identified every FNQ resident with CHB, determined their country of birth, their HBeAg status, the age they lost HBeAg and whether they identified as an Aboriginal, a Torres Strait Islander or a non-Indigenous individual. We then ascertained whether these demographic and virological variables were correlated. Of 1,474 individuals living with CHB in FNQ, 278 (19%) were Aboriginal, 507 (34%) were Torres Strait Islanders and 689 (47%) were non-Indigenous. Aboriginal individuals were less likely to be HBeAg positive (26/278, 9%) than Torres Strait Islander (91/507, 18%) and non-Indigenous (126/689, 18%) individuals, p < 0.0001. Aboriginal individuals lost HBeAg at an earlier age (median (interquartile range): 30 (23-39) years) than Torres Strait Islander (38 (29-49) years) and non-Indigenous (36 (29-47) years) individuals, p < 0.0001. Aboriginal individuals with CHB in FNQ are more likely to be HBeAg negative than Torres Strait Islander and non-Indigenous individuals and lose HBeAg at a younger age. This provides a biological basis for local clinicians' observation that Aboriginal individuals with CHB in FNQ are at a lower risk of HCC and data to support the principle of genotype-based care in the region.

Empowering Ageing with Ingenuity: A Scoping Review on the Methods and Technologies Used into Elderly Health Monitoring.

With the rise in global life expectancy, ensuring healthier aging experiences for the older population becomes paramount. This scoping review delves into the technologies employed in the remote health monitoring of the elderly over the past 15 years. Exploring the concept of "Healthy Ageing" as proposed by the World Health Organization, this paper attempts to highlight the techniques and technologies used in health monitoring of the elderly population. The integration of wearable sensors in health monitoring presents promising avenues for enhancing healthcare delivery to older adults. However, challenges such as limited digital literacy and privacy concerns persist, necessitating innovative solutions for unobtrusive monitoring. This paper discusses the potential of passive and ambient sensors to address these challenges, offering insights into enhancing the well-being of the older population while preserving their independence and privacy.

Community health services in European literature: A systematic review of their features, outcomes, and nursing contribution to care.

BACKGROUND: To meet the population's needs, community care should be customized and continuous, adequately equipped, and monitored. INTRODUCTION: Considering their fragmented and heterogeneous nature, a summary of community healthcare services described in European literature is needed. The aim of this study was to summarize their organizational models, outcomes, nursing contribution to care, and nursing-related determinants of outcomes. METHODS: A systematic review was performed by searching PubMed, CINAHL, Scopus, and Embase in October 2022 and October 2023 (for updated results). Quantitative studies investigating the effects of community care, including nursing contribution, on patient outcomes were included and summarized. Reporting followed the PRISMA checklist. The review protocol was registered on PROSPERO (CRD42022383856). RESULTS: Twenty-three studies describing six types of community care services were included, which are heterogeneous in terms of target population, country, interventions, organizational characteristics, and investigated outcomes. Heterogeneous services' effects were observed for access to emergency services, satisfaction, and compliance with treatment. Services revealed a potential to reduce rehospitalizations of people with long-term conditions, frail or older persons, children, and heart failure patients. Models are mainly multidisciplinary and, although staffing and workload may also have an impact on provided care, this was not enough investigated. DISCUSSION: Community health services described in European literature in the last decade are in line with population needs and suggest different suitable models and settings according to different care needs. Community care should be strengthened in health systems, although the influence of staffing, workload, and work environment on nursing care should be investigated by developing new management models. CONCLUSIONS AND IMPLICATIONS FOR HEALTH POLICY: Community care models are heterogeneous across Europe, and the optimum organizational structure is not clear yet. Future policies should consider the impact of community care on both health and economic outcomes and enhance nursing contributions to care.

Emotion expressions and cognitive impairments in the elderly: review of the contactless detection approach.

The aging population in Canada has been increasing continuously throughout the past decades. Amongst this demographic, around 11% suffer from some form of cognitive decline. While diagnosis through traditional means (i.e., Magnetic Resonance Imagings (MRIs), positron emission tomography (PET) scans, cognitive assessments, etc.) has been successful at detecting this decline, there remains unexplored measures of cognitive health that could reduce stress and cost for the elderly population, including approaches for early detection and preventive methods. Such efforts could additionally contribute to reducing the pressure and stress on the Canadian healthcare system, as well as improve the quality of life of the elderly population. Previous evidence has demonstrated emotional facial expressions being altered in individuals with various cognitive conditions such as dementias, mild cognitive impairment, and geriatric depression. This review highlights the commonalities among these cognitive health conditions, and research behind the contactless assessment methods to monitor the health and cognitive well-being of the elderly population through emotion expression. The contactless detection approach covered by this review includes automated facial expression analysis (AFEA), electroencephalogram (EEG) technologies and heart rate variability (HRV). In conclusion, a discussion of the potentials of the existing technologies and future direction of a novel assessment design through fusion of AFEA, EEG and HRV measures to increase detection of cognitive decline in a contactless and remote manner will be presented.

Culturally responsive occupational therapy practice with First Nations Peoples-A scoping review.

INTRODUCTION: First Nations Peoples consistently demonstrate strength and resilience in navigating systemic health care inequities. Acknowledging racism as a health determinant underscores the urgent need for a counterforce-cultural safety. Indigenous Allied Health Australia (IAHA) contends that with cultural responsiveness, the health workforce can take action to create a culturally safe environment. OBJECTIVE: To explore features of culturally responsive occupational therapy (OT) practice when providing a service with First Nations People and examine alignment of those features with the IAHA Cultural Responsiveness in Action Framework. DESIGN: A systematic scoping review was undertaken using CINAHL, Emcare, MEDLINE, PsychInfo and Scopus databases. Examples of culturally responsive OT practice with First Nations Peoples were mapped to the six IAHA Framework capabilities and confirmed by First Nations co-authors. FINDINGS: OT practice with First Nations Peoples aligned with the six capabilities to varying degrees. The importance of OTs establishing relationships with First Nations People, applying self-reflection to uncover cultural biases, and addressing limitations of the profession's Western foundations was evident. DISCUSSION: Recognising the interrelatedness of the six capabilities, the absence of some may result in a culturally unsafe experience for First Nations People. OTs must acknowledge the leadership of First Nations Peoples by privileging their voices and consider how established practices may reinforce oppressive systems. CONCLUSION: To ensure a culturally safe environment for First Nations People, the OT profession must respect the leadership of First Nations Peoples and address the limitations of the profession's Western foundations to uphold the profession's core value of client-centred care.

The importance of 'place' and its influence on rural and remote health and well-being in Australia.

AIMS: This article explores the crucial role of 'place' as an ecological, social and cultural determinant of health and well-being, with a focus on the benefits and challenges of living rurally and remotely in Australia. CONTEXT: The health system, including health promotion, can contribute actively to creating supportive environments and places that foster health and well-being among individuals residing in rural and remote locations. For First Nations peoples, living on Country, and caring for Country and its people, are core to Indigenous worldviews, and the promotion of Aboriginal and Torres Strait Islander health and well-being. Their forced removal from ancestral lands has been catastrophic. For all people, living in rural and remote areas can deliver an abundance of the elements that contribute to a 'liveable' community, including access to fresh air, green and blue space, agricultural employment, tight-knit communities, a sense of belonging and identity, and social capital. However, living remotely also can limit access to employment opportunities, clean water, affordable food, reliable transport, social infrastructure, social networks and preventive health services. 'Place' is a critical enabler of maintaining a healthy life. However, current trends have led to a reduction in local services and resources, and increased exposure to the impacts of climate change. APPROACH: This commentary suggests ideas and strategies through which people in rural and remote locations can strengthen the liveability, resilience and identity of their communities, and regain access to essential health care and health promotion services and resources. CONCLUSION: Recommended strategies include online access to education, employment and telehealth; flexible provision of social infrastructure; and meaningful and responsive university-health service partnerships.

An exploration of barriers to access to healthcare in Hancock County, Tennessee: A qualitative study.

OBJECTIVE: Explore barriers to healthcare access in Hancock County, Tennessee using a conceptual framework for access to healthcare. METHODS: We collected data from 30 participants in Hancock County during 1 week in April 2023 using a combination of network and purposive sampling. We analyzed the data using thematic analysis and the conceptual framework of healthcare access. RESULTS: All dimensions of the conceptual framework of healthcare access presented barriers to healthcare access for participants of the study. A lack of acceptability of local healthcare among participants manifested in a perceived lack of availability of healthcare. This resulted in participants travelling or considering it necessary to travel long distances for care, even in a life-threatening emergency, despite the local availability of a hospital with an emergency department. CONCLUSIONS: A lack of acceptability can create healthcare access barriers similar to a lack of availability of healthcare facilities. PATIENT OR PUBLIC CONTRIBUTION: The research team met several times with the leader of a local community organization to discuss this research in Hancock County. These conversations helped to inform the study design and provided necessary background to conduct in-depth interviews. Members of the community organization helped identify individuals to interview and provide access to Remote Area Medical clinic patients. The research team discussed the final themes with the primary community collaborator.

The burden of Finke Desert race-related trauma: A 10-year retrospective descriptive analysis.

INTRODUCTION: The Finke Desert Race is an annual motorsport race (motorbikes, cars and buggies) held in Alice Springs resulting in a significant major trauma burden. This imposes unique challenges in one of the world's most remote healthcare settings. OBJECTIVES: To quantify the volume and characteristics of Finke Desert Race-related trauma presenting to the Alice Springs Hospital. DESIGN: A retrospective descriptive study was undertaken to review all patients presenting to the Alice Springs Hospital with Finke Desert Race-related trauma over a 10-year period. Information collected included demographic data, injury characteristics, patient disposition and required management. FINDINGS: Over the 9 years the event was held, 325 patients were admitted to the Alice Springs Hospital. Patients were almost exclusively male (98.8%), with a mean age of 34.75 and residing outside of Alice Springs (82.2%). There were a total of 460 distinct injuries with the clavicle, spine and ribs the three most commonly injured sites. A total of 129 operations were required, of which 19 required retrieval to an interstate centre. DISCUSSION: Alice Springs is one of the most remote and geographically isolated centres on Earth. This rurality poses unique challenges when trying to coordinate medical and retrieval services, exacerbated for a concentrated, yet highly resource intensive event such as Finke. It has far reaching impacts, placing additional stresses on all aspects of healthcare provision. CONCLUSION: This review has quantified the trauma burden of the event for the first time, enabling local and interstate stakeholders' ability to plan an adequate and sustainable response while also enabling the future effectiveness evaluation of recent safety reforms.

Evaluating the Effects of an Enhanced Strength Training Program in Remote Cardiological Rehabilitation: A Shift from Aerobic Dominance-A Pilot Randomized Controlled Trial.

(1) Background: Cardiac rehabilitation often emphasizes aerobic capacity while overlooking the importance of muscle strength. This study evaluated the impact of an enhanced remote strength training program (RCR-ST) on cardiac rehabilitation. (2) Methods: In this randomized prospective study (RCT registration number SMC-9080-22), 50 patients starting cardiac rehabilitation were assessed for muscle strength, aerobic capacity, and self-reported outcomes at baseline and after 16 weeks. Participants were divided into two groups: the RCR-ST group received a targeted resistance training program via a mobile app and smartwatch, while the control group received standard care with general resistance training advice. (3) Results: The RCR-ST group demonstrated significant improvements in muscle endurance, notably in leg extension and chest press exercises, with increases of 92% compared to 25% and 92% compared to 13% in the control group, respectively. Functional assessments (5-STS and TUG tests) also showed marked improvements in agility, coordination, and balance. Both groups improved in cardiorespiratory fitness, similarly. The RCR-ST group reported enhanced physical health and showed increased engagement, as evidenced by more frequent use of the mobile app and longer participation in the rehabilitation program (p < 0.05). (4) Conclusions: Incorporating a focused strength training regimen in remote cardiac rehabilitation significantly improves muscle endurance and patient engagement. The RCR-ST program presents a promising approach for optimizing patient outcomes by addressing a crucial gap in traditional rehabilitation protocols that primarily focus on aerobic training.

A mixed-methods evaluation: COVID Care in the Home, a public health response to the first omicron wave across the Torres and Cape region, Queensland.

OBJECTIVE: The purpose of this article is to evaluate the COVID-19 Care in the Home (CCITH) program during the first COVID-19 omicron wave across Torres Strait and Cape York region of Far North Queensland in 2022. METHODS: A mixed-method study: An online survey and semi-structured interviews of CCITH internal and external stakeholders and participants was utilised to develop a greater understanding of perspectives of the program. RESULTS: Survey participants n=140. Most survey respondents did not attend hospital, emergency, or primary healthcare centre during isolation for medical assistance (82%, 115/140) and most strongly agreed/agreed (87%, 122/140) that the CCITH program cared for their health needs. Interview participants n=14. Thematic analysis of interviews verified survey responses and identified successes of this program including improved community relationships and primary healthcare centres and community members felt supported. Limitations included rapid changes to policies and roles and limited food availability during isolation. CONCLUSIONS: The CCITH program highlights the resilience and self-determination of First Nations communities and primary health staff across the Torres Strait and Cape York throughout the first COVID-19 outbreak in the region. IMPLICATIONS FOR PUBLIC HEALTH: This virtual model of care could be employed in similar settings to improve service provision in both primary and public health to increase community safety and achieve good health outcomes.

Remote Wearable Neuroimaging Devices for Health Monitoring and Neurophenotyping: A Scoping Review.

Digital health tracking is a source of valuable insights for public health research and consumer health technology. The brain is the most complex organ, containing information about psychophysical and physiological biomarkers that correlate with health. Specifically, recent developments in electroencephalogram (EEG), functional near-infra-red spectroscopy (fNIRS), and photoplethysmography (PPG) technologies have allowed the development of devices that can remotely monitor changes in brain activity. The inclusion criteria for the papers in this review encompassed studies on self-applied, remote, non-invasive neuroimaging techniques (EEG, fNIRS, or PPG) within healthcare applications. A total of 23 papers were reviewed, comprising 17 on using EEGs for remote monitoring and 6 on neurofeedback interventions, while no papers were found related to fNIRS and PPG. This review reveals that previous studies have leveraged mobile EEG devices for remote monitoring across the mental health, neurological, and sleep domains, as well as for delivering neurofeedback interventions. With headsets and ear-EEG devices being the most common, studies found mobile devices feasible for implementation in study protocols while providing reliable signal quality. Moderate to substantial agreement overall between remote and clinical-grade EEGs was found using statistical tests. The results highlight the promise of portable brain-imaging devices with regard to continuously evaluating patients in natural settings, though further validation and usability enhancements are needed as this technology develops.