Health informatics to enhance the healthcare industry's culture: An extensive analysis of its features, contributions, applications and limitations
September 2024
Health informatics is a fast-growing area in the healthcare sector. It concerns the technologies, tools, equipment, and procedures required to gather, store, retrieve, and use health data and medical...
Next-generation agentic AI for transforming healthcare
September 2025
Artificial Intelligence (AI) is transforming the healthcare landscape, yet many current applications remain narrowly task-specific, constrained by data complexity and inherent biases. This paper explores...
Nursing in the Digital Age: Harnessing telemedicine for enhanced patient care
September 2024
Telemedicine has emerged as a transformative force in contemporary healthcare, reshaping nursing practice across various specialties. This narrative review explored the role, challenges, and ethical...
Predicting diabetes using supervised machine learning algorithms on E-health records
March 2025
Diabetes mellitus is one of the most significant health challenges currently faced by people especially in the United States of America because of hyperglycemia. Despite recent research on predicting...
Telemedicine use in rural areas of the United Kingdom to improve access to healthcare facilities: A review of current evidence
March 2025
Rural populations in the UK face healthcare inequities despite the NHS's aim of providing universal healthcare. These disparities include restricted access, transportation challenges, and healthcare...
Assessing the challenges to digital technology adoption in the healthcare sector: Implications for sustainability in emerging economies
September 2025
The exponential population growth over the last two decades, combined with increased life expectancy, has placed unsustainable pressure on healthcare systems in emerging economies like Bangladesh. Despite...
Enhancing teaching and learning in health sciences education through the integration of Bloom's taxonomy and artificial intelligence
September 2025
The purpose of this research is to integrate artificial intelligence (AI) in Bloom's Taxonomy with the aim of improving critical thinking in health science education. Innovative teaching approaches...
What is digital health, eHealth, uHealth and Healthcare 4.0?
September 2025
As digital health continues to evolve, the need for ongoing refinement of its terminology remains essential. A perspective piece originated from the authors' attempt to answer the seemingly simple question,...
Advancing public health through artificial intelligence in physiotherapy: a bibliometric analysis
September 2025
This scientometric study investigates global trends and applications of artificial intelligence (AI) in physiotherapy, including rehabilitation, movement analysis, and telerehabilitation, between 2006...
Role of data as an interface between primary, secondary and tertiary care: Evidence from literature
March 2025
The healthcare system relies on efficient data flow across primary, secondary, and tertiary care levels to ensure timely and effective patient care. However, despite the growing body of research on...
Enhancing retinal disease diagnosis through AI: Evaluating performance, ethical considerations, and clinical implementation
September 2024
The research problem addresses the need for accurate and efficient detection of retina diseases using artificial intelligence (AI) technologies. The specific aim is to evaluate the performance, ethical...
Exploring a learning-to-rank approach to enhance the Retrieval Augmented Generation (RAG)-based electronic medical records search engines
September 2024
This study addresses the challenge of enhancing Retrieval Augmented Generation (RAG) search engines for electronic medical records (EMR) by learning users' distinct search semantics. The specific aim...
Large language models driven reliable clinical decision-making: Framework and application
September 2025
With the proliferation of data and increased complexity of clinical decision-making in the medical field, powerful computational tools are needed to assist physicians in making precise and reliable...
Optimizing the light gradient-boosting machine algorithm for an efficient early detection of coronary heart disease
September 2024
Coronary heart disease (CHD) remains a prominent cause of mortality globally, necessitating early and accurate detection methods. Traditional diagnostic approaches can be invasive, costly, and time-consuming,...
Explainability enhanced liver disease diagnosis technique using tree selection and stacking ensemble-based random forest model
March 2025
Liver disease (LD) significantly impacts global health, requiring accurate diagnostic methods. This study aims to develop an automated system for LD prediction using machine learning (ML) and explainable...
Performance analysis of classical and quantum support vector machines for diagnosis of chronic kidney disease
September 2025
The kidney is one of the most essential organs in our body, and any problems with it are perilous, hence, the early diagnosis of chronic kidney disease (CKD) is crucial. support vector machine (SVM),...
Machine learning-based prediction of suicidal ideation, plans, and attempts among school-going adolescents
September 2025
Suicidal ideation, plans, and attempts represent significant mental health challenges among adolescents worldwide. Early identification of adolescents at risk is critical for preventing suicidal behaviors....
Evaluating ChatGPT-4o for ophthalmic image interpretation: From in-context learning to code-free clinical tool generation
September 2025
Large language models (LLMs) such as ChatGPT-4o have demonstrated emerging capabilities in medical reasoning and image interpretation. However, their diagnostic applicability in ophthalmology, particularly...
The settlement mechanism of diagnosis-intervention packet payment scheme in China：A policy review and lessons learned
September 2024
The settlement of the medical insurance fund is the key point of the implementation of the big data diagnosis & intervention packet (DIP) under the regional global budget. This study proposed the framework...
Quality assessment and features of persian mobile health applications for maternity care on android platforms
September 2025
Addressing women's health has become a crucial priority across cultures. Information technology solutions, particularly mobile health applications (MHAs), offer significant opportunities to enhance...
Bridging the gaps: Advancing clinical informatics, data science, and global health with ICD-11
March 2026
•ICD-11 is WHO’s first digital-native, ontology-based classification—linking informatics, data science, and health.•Over 180 countries are already on the ICD-11 journey, with 70 in advanced rollout...
Exploring the advent of Medical 4.0: A bibliometric analysis systematic review and technology adoption insights
March 2024
A rapidly evolving digital technology is revolutionising patient care and optimising healthcare processes. This research article presents a bibliometric analysis and systematic review of Medical 4.0...
Technological advances in out-of-hospital care: Digital solutions, Asia Pacific experiences, and inherent challenges
March 2024
The healthcare systems in the Asia-Pacific region are confronted with immense challenges due to an aging population and its rising demand for medical services. Out-of-hospital care supported by digital...
Heterogeneous network-based algorithms in the biomedical data mining: A review from technical perspective
September 2024
Heterogeneous network-based methods are powerful analytical tools for many real-world data mining tasks in biomedical field. The specific aim of this survey is to examine the representative algorithms...
Analysis and Evaluation of China Annual Major Medical Innovation 2022: A Mix‐ Method Approach Study
March 2024
The selection of China annual major medical innovation organized by Chinese Academy of Medical Sciences (CAMS) has attracted increasing attention from the Chinese government and all sectors of society....