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View article: Transforming Chinese cohort studies through artificial intelligence: a new era of population health research
Transforming Chinese cohort studies through artificial intelligence: a new era of population health research Open
Tien Yin Wong and colleagues explore how artificial intelligence can tackle persistent challenges in Chinese epidemiological studies and analyse the regulatory frameworks and barriers to implementation that must be overcome to ensure equit…
View article: Collaborative model of care between orthopaedics and allied health professionals in knee osteoarthritis (CONNACT): process evaluation of an effectiveness-implementation hybrid randomized control trial
Collaborative model of care between orthopaedics and allied health professionals in knee osteoarthritis (CONNACT): process evaluation of an effectiveness-implementation hybrid randomized control trial Open
Objective To evaluate the implementation process of a community-based, multidisciplinary intervention (CONNACT) through a randomized controlled trial (RCT) in order to contextualize the RCT outcomes and inform implementation opportunities.…
View article: Factors influencing primary care physicians recommending patients to use digital health technologies for self-management: A cross-sectional study across 20 countries
Factors influencing primary care physicians recommending patients to use digital health technologies for self-management: A cross-sectional study across 20 countries Open
Involvement in teaching (pre-pandemic) and practising in a rural setting (during the pandemic) positively influenced the recommendation of digital health technologies. Significant variation in recommending digital health technologies was p…
View article: Correction: Towards the Vertical City: psychosocial mechanisms for human-centered underground office spaces
Correction: Towards the Vertical City: psychosocial mechanisms for human-centered underground office spaces Open
View article: Real-world clinical practice of Diabetic Foot Ulcer prevention and care in Singapore: A qualitative inquiry with healthcare professionals
Real-world clinical practice of Diabetic Foot Ulcer prevention and care in Singapore: A qualitative inquiry with healthcare professionals Open
Aim People living with diabetes are at risk of developing diabetic foot ulcers (DFU). While international and local clinical care guidelines and pathways have been formulated to optimize the prevention and treatment of DFUs, a continuous a…
View article: Reframing the AI Doctor debate: the comparison should not be with Doctors but Doctorlessness
Reframing the AI Doctor debate: the comparison should not be with Doctors but Doctorlessness Open
Recent debate has fixated on whether patients would be willing to use AI-based medical services as an alternative to doctors. However, this debate overlooks a key issue: in most parts of the world, doctors - especially specialists - are in…
View article: Correction: Differences in Expert Perspectives on AI Training in Medical Education: Secondary Analysis of a Multinational Delphi Study
Correction: Differences in Expert Perspectives on AI Training in Medical Education: Secondary Analysis of a Multinational Delphi Study Open
View article: Differences in Expert Perspectives on AI Training in Medical Education: Secondary Analysis of a Multinational Delphi Study
Differences in Expert Perspectives on AI Training in Medical Education: Secondary Analysis of a Multinational Delphi Study Open
In this secondary analysis of a multinational Delphi study, experts from low- and middle-income countries were less likely than those from high-income countries to consider artificial intelligence (AI) learning outcomes mandatory in prereg…
View article: The Use of Large Language Models and Their Association With Enhanced Impact in Biomedical Research and Beyond
The Use of Large Language Models and Their Association With Enhanced Impact in Biomedical Research and Beyond Open
The release of ChatGPT in 2022 has catalyzed the adoption of large language models (LLMs) across diverse writing domains, including academic writing. However, this technological shift has raised critical questions regarding the prevalence …
View article: A Novel Framework to Assess Clinical Information in Digital Health Technologies: Cross-Sectional Survey Study
A Novel Framework to Assess Clinical Information in Digital Health Technologies: Cross-Sectional Survey Study Open
Background Digital health is a critical driver of quality, safety, and efficiency in health care. However, poor quality of clinical information in digital health technologies (DHTs) can compromise the quality and safety of care. The Clinic…
View article: Towards the Vertical City: psychosocial mechanisms for human-centered underground office spaces
Towards the Vertical City: psychosocial mechanisms for human-centered underground office spaces Open
Underground office workspaces (UOW) have emerged as a sustainable option in land-scarce megacities. Yet, the main challenge is to design and manage underground spaces that cater to the psychological needs of occupants. By integrating insig…
View article: The Digital Health Competencies in Medical Education Framework
The Digital Health Competencies in Medical Education Framework Open
Importance Rapid digitalization of health care and a dearth of digital health education for medical students and junior physicians worldwide means there is an imperative for more training in this dynamic and evolving field. Objective To de…
View article: Factors Associated With the Availability of Virtual Consultations in Primary Care Across 20 Countries: Cross-Sectional Study
Factors Associated With the Availability of Virtual Consultations in Primary Care Across 20 Countries: Cross-Sectional Study Open
Background Virtual consultations represent a notable change in health care delivery following the COVID-19 pandemic. Understanding the dynamics of virtual consultations is critical in assessing health care system resilience and adaptabilit…
View article: Predictors of Cardiometabolic Health a Few Months Postpartum in Women Who Had Developed Gestational Diabetes
Predictors of Cardiometabolic Health a Few Months Postpartum in Women Who Had Developed Gestational Diabetes Open
Background: To assess the incidence of dysglycaemia and metabolic syndrome and factors associated with them 5 months postpartum in women with gestational diabetes mellitus (GDM) in their last pregnancy. Methods: We conducted an observation…
View article: Dearth of digital health education: the need for an accelerated medical curriculum reform in Malaysia
Dearth of digital health education: the need for an accelerated medical curriculum reform in Malaysia Open
View article: Enhancing postpartum cardiometabolic health for women with previous gestational diabetes: Next steps and unanswered questions for pharmacological and lifestyle strategies
Enhancing postpartum cardiometabolic health for women with previous gestational diabetes: Next steps and unanswered questions for pharmacological and lifestyle strategies Open
View article: Advancing health coaching: A comparative study of large language model and health coaches
Advancing health coaching: A comparative study of large language model and health coaches Open
Our study showed encouraging findings by demonstrating that RAG-enabled LLM has comparable performance to health coaches in the domain tested. Serving as an initial step towards the creation of more sophisticated, adaptive, round-the-clock…
View article: Foot care behaviours and associated factors among patients with type 2 diabetes: A cross-sectional study
Foot care behaviours and associated factors among patients with type 2 diabetes: A cross-sectional study Open
Our findings underscore the interplay of various factors influencing FC behaviours among individuals with diabetes and call for targeted interventions and tailored strategies to improve FC practices in this vulnerable population.
View article: Factors Associated With the Availability of Virtual Consultations in Primary Care Across 20 Countries: Cross-Sectional Study (Preprint)
Factors Associated With the Availability of Virtual Consultations in Primary Care Across 20 Countries: Cross-Sectional Study (Preprint) Open
BACKGROUND Virtual consultations represent a notable change in health care delivery following the COVID-19 pandemic. Understanding the dynamics of virtual consultations is critical in assessing health care system resilience and adaptabili…
View article: Targeting COVID-19 and Human Resources for Health News Information Extraction: Algorithm Development and Validation
Targeting COVID-19 and Human Resources for Health News Information Extraction: Algorithm Development and Validation Open
Background Global pandemics like COVID-19 put a high amount of strain on health care systems and health workers worldwide. These crises generate a vast amount of news information published online across the globe. This extensive corpus of …
View article: Understanding COVID-19 Impacts on the Health Workforce: AI-Assisted Open-Source Media Content Analysis
Understanding COVID-19 Impacts on the Health Workforce: AI-Assisted Open-Source Media Content Analysis Open
Background To investigate the impacts of the COVID-19 pandemic on the health workforce, we aimed to develop a framework that synergizes natural language processing (NLP) techniques and human-generated analysis to reduce, organize, classify…
View article: Features and frequency of use of electronic health records in primary care across 20 countries: a cross-sectional study
Features and frequency of use of electronic health records in primary care across 20 countries: a cross-sectional study Open
EHRs features intended for patient use were uncommon across countries and levels of digital maturity. Systems-level research is necessary to identify the country-specific barriers impeding the implementation of EHRs features in primary car…
View article: Validation of a novel framework to assess clinical information in digital health technologies: structural equation modelling (Preprint)
Validation of a novel framework to assess clinical information in digital health technologies: structural equation modelling (Preprint) Open
BACKGROUND Digital health is a critical driver of quality, safety, and efficiency in healthcare. However, poor quality of clinical information in Digital Health Technologies (DHTs) can compromise the quality and safety of care. The Clinic…
View article: Medical education and physician training in the era of artificial intelligence
Medical education and physician training in the era of artificial intelligence Open
With the rise of generative artificial intelligence (AI) and AI-powered chatbots, the landscape of medicine and healthcare is on the brink of significant transformation. This perspective delves into the prospective influence of AI on medic…
View article: Regulatory Standards and Guidance for the Use of Health Apps for Self-Management in Sub-Saharan Africa: Scoping Review
Regulatory Standards and Guidance for the Use of Health Apps for Self-Management in Sub-Saharan Africa: Scoping Review Open
Background Health apps are increasingly recognized as crucial tools for enhancing health care delivery. Many countries, particularly those in sub-Saharan Africa, can substantially benefit from using health apps to support self-management a…
View article: Prevalence and correlates of depressive symptoms among matriculated university students in Singapore during Covid-19 pandemic: findings from a repeated cross-sectional analysis
Prevalence and correlates of depressive symptoms among matriculated university students in Singapore during Covid-19 pandemic: findings from a repeated cross-sectional analysis Open
Background Depression is a common issue among university students and has been particularly exacerbated during the COVID-19 pandemic. However, limited research has specifically focused on depression among university entrants. Objectives Th…
View article: Large language models for diabetes care: Potentials and prospects
Large language models for diabetes care: Potentials and prospects Open
View article: Advancing Health Coaching: A Comparative Study of Large Language Model and Health Coaches
Advancing Health Coaching: A Comparative Study of Large Language Model and Health Coaches Open
View article: Features and Frequency of Use of Electronic Health Records in Primary Care Across 20 Countries: A Cross-Sectional Study
Features and Frequency of Use of Electronic Health Records in Primary Care Across 20 Countries: A Cross-Sectional Study Open
View article: A pilot randomised controlled trial exploring the feasibility and efficacy of a human-AI sleep coaching model for improving sleep among university students
A pilot randomised controlled trial exploring the feasibility and efficacy of a human-AI sleep coaching model for improving sleep among university students Open
Objective Sleep quality is a crucial concern, particularly among youth. The integration of health coaching with question-answering (QA) systems presents the potential to foster behavioural changes and enhance health outcomes. This study pr…