Digital Health

Article	Citations
Evaluating the risk of developing hyperuricemia in patients with type 2 diabetes mellitus using least absolute shrinkage and selection operator regression and machine learning algorithm	144
Clinical human activity recognition based on a wearable patch of combined tri-axial ACC and ECG sensors	85
Internet hospital response to the COVID-19 pandemic in a tertiary hospital in China: Perspectives based on a mixed-methods	81
Accuracy of wrist-worn activity trackers for measuring steps in patients after major abdominal surgery: A validation study	78
Assessing digital advertising exposure using a virtual experimental protocol	53
The facilitators and barriers of mHealth adoption and use among people with a low socio-economic position: A scoping review	51
Evaluating an interactive tool that reasons about quality of life to support life planning by older people	51
Motivate me to exercise with you: The effects of social media fitness influencers on users’ intentions to engage in physical activity and the role of user gender	49
Developing a streamlined risk-adjusted cesarean section rate model for evaluation of obstetrical quality across hospitals by using EHRs: A provincial-scale multicenter retrospective study	41
Change in disease burden associated with influenza and air pollutants during the COVID-19 pandemic in Hong Kong	41
Influence of social and psychological factors on smartphone usage during the COVID-19 pandemic	40
Handling of outcome missing data dependent on measured or unmeasured background factors in micro-randomized trial: Simulation and application study	37
Diabetes prevention program outcomes by in-person versus distance delivery mode among ethnically diverse, primarily lower-income adults	37
Mortality risk prediction of the electrocardiogram as an informative indicator of cardiovascular diseases	36
Preferences for telehealth: A qualitative study with people accessing a new mental health service	36
Bibliometric analysis of medical and health research collaboration between China and ASEAN countries	35
AngioJet rheolytic thrombectomy for the treatment of deep vein thrombosis in elderly patients: Increase the risk of acute kidney injury?	35
An automated, web-based triage tool may optimise referral pathways in elective orthopaedic surgery: A proof-of-concept study	35
The impact of limited access to digital health records on doctors and their willingness to adopt electronic health record systems	33
Reliability of ChatGPT for performing triage task in the emergency department using the Korean Triage and Acuity Scale	32
Review: Machine learning in precision pharmacotherapy of type 2 diabetes—A promising future or a glimpse of hope?	31
Erratum to “Revealing patient-reported experiences in healthcare from social media using the design-acquire-process-model-analyse-visualise framework”	31
A scoping review of feasibility, cost-effectiveness, access to quality rehabilitation services and impact of telerehabilitation: A review protocol	28
Sociodemographic factors and health digital divide among urban residents: Evidence from a population-based survey in China	26
Telemedicine in the age of the pandemics: The prospects of web-based remote patient monitoring systems for orthopaedic ambulatory care management in the developing economies	24

Acceptance of digital health applications in non-pharmacological therapies in German statutory healthcare system: Results of an online survey	23
COVID-19 surveillance based on consumer wearable devices	23
Circadian rhythm and variability of large and small airway spirometric variables in healthy individuals	23
Electronic consultation accessibility influence on patient assessments: A case–control study with user-generated tags of physician expertise	22
The use of Vsee videoconferencing for live telepathology in Rwanda, a potential solution for resource-limited area	22
Artificial intelligence applications in bone fractures: A bibliometric and science mapping analysis	22
Medical data market platforms and medical data trade demands of medical device companies	22
Remote patient monitoring for chronic heart failure in France: When an innovative funding program (ETAPES) meets an innovative solution (Satelia® Cardio)	21
Focusing on experts: Expectations of healthcare professionals regarding the use of telemedicine in intensive care units	20
Utility of a high-intensity interval training app as a remote exercise support strategy in children with obesity: An exploratory study of adherence, effect, and perceptions of its use	20
Exploring the effectiveness of artificial intelligence, machine learning and deep learning in trauma triage: A systematic review and meta-analysis	20
From text to interaction: The digital advance directive method for advance directives	20
Health information-seeking behavior among people living with the two common chronic diseases in low and middle-income countries (LMICs). A systematic review and meta-analysis	19
Feasibility and acceptability of a dengue self-monitoring system to reduce treatment delay in Malaysia: A single-centre pilot randomised controlled trial	19
Identifying essential factors that influence user engagement with digital mental health tools in clinical care settings: Protocol for a Delphi study	19
Effectiveness of digital health interventions to increase cardiorespiratory fitness: A systematic review and meta-analysis	18
Testing the validity of the smartphone pervasiveness scale for adolescents with self-reported objective smartphone use data	18
Patients and healthcare practitioners’ perspective on the development of a digital interprofessional intervention for COPD	18
Parkwood's VIP4SCI platform: A virtual e-health self-management solution for persons with spinal cord injury across the care continuum	18
Consumer opinion on the use of machine learning in healthcare settings: A qualitative systematic review	17
We asked Chat GPT to describe brain fog in chronic pain: What did we learn?	17
Chronic disease IMPACT (chronic disease early detection and improved management in primary care project): An Australian stepped wedge cluster randomised trial	17
A comprehensive review of digital twin in healthcare in the scope of simulative health-monitoring	17
User-centered design of feedback regarding health-related behaviors derived from wearables: An approach targeting older adults and persons living with neurodegenerative disease	17
The use of social media to search for weight reduction information: Assessment of the perception among a sample of Saudi adults	17
How general practitioners and patients discuss type 2 diabetes mellitus and cardiovascular diseases concerns during consultations: Implications for digital health	16
The influencing factors of digital health passport adoption and acceptance during COVID-19 in Saudi Arabia	16
Telemedicine for obstructive sleep apnea syndrome: An updated review	16
Core stability status classification based on mediolateral head motion during rhythmic movements and functional movement tests	16
Monitoring physical impact and recovery of pancreatic cancer treatment using consumer wearable health data: A case report	16
Predicting non-initiation of care and dropout in a blended care CBT intervention: Impact of early digital engagement, sociodemographic, and clinical factors	16
A mobile-based airway clearance care system using deep learning-based vision technology to support personalized home-based pulmonary rehabilitation for COAD patients: Development and usability testing	15
What does it mean to be engaged with digital health interventions? A qualitative study into the experiences of engaged users and the views of professionals	15
Diabetes prediction model for unbalanced community follow-up data set based on optimal feature selection and scorecard	14
Monitoring walking asymmetries and endpoint control in persons living with chronic stroke: Implications for remote diagnosis and telerehabilitation	14
The effects of information framing on self-protective behavior: Evidence from the COVID-19 vaccine uptake	14
Text messaging to increase patient engagement in a large health care for the homeless clinic: Results of a randomized pilot study	14
Developing cue-behavior association for habit formation: A qualitative study to explore the role of avatar in hypertension	14
Evaluation of deep learning techniques for identification of sarcoma-causing carcinogenic mutations	14
Italian nurses’ experiences of the COVID-19 pandemic through social media: A longitudinal mixed methods study of Internet posts	14
Identification of required capabilities of digital health ecosystems when preventing and managing non-communicable diseases	14
Feasibility of a tailored and virtually supported home exercise program for people with multiple myeloma using a novel eHealth application	14
Designing digital nature for older adults: A mixed method approach	13
Factors influencing Chinese doctors to use medical large language models	13
Online public information about advance care planning: An evaluation of UK and international websites	13
Driving time-based identification of gaps in specialised care coverage: An example of neuroinflammatory diseases in Germany	13
Overview of basic design recommendations for user-centered explanation interfaces for AI-based clinical decision support systems: A scoping review	13
Prediction of reduced left ventricular ejection fraction using atrial fibrillation or flutter electrocardiograms: A machine-learning study	13
User requirement gathering for online oral health education module development: Exploring parental perspective	13
The role of digital health in palliative care for people living with HIV in sub-Saharan Africa: A systematic review	13

Using web analytics data to identify platforms and content that best engage high-priority HIV populations in online and social media marketing advertisements	13
Psychological and physiological health outcomes of virtual reality-based mindfulness interventions: A systematic review and evidence mapping of empirical studies	13
Breast cancer prevention and treatment misinformation on Twitter: An analysis of two languages	13
User testing to modify the MyHealthyGut digital health application for inflammatory bowel disease	13
The effectiveness of automated digital health solutions at successfully managing obesity and obesity-associated disorders: A PICO-structured investigation	13
Assessment of functionalities and attitude toward telemedicine for patients with cardiovascular disease	13
Efficacy of a web-based psychoeducational intervention targeting young adults with sexual problems 1.5 years after cancer diagnosis—Results from a randomized controlled trial	13
Acceptability of an existing online sexually transmitted and blood-borne infection testing model among gay, bisexual and other men who have sex with men in Ontario, Canada	13
Efficacy of the cigarette-burning application combined with medication intervention for smoking cessation in China: A randomized controlled trial	12
Mental health provider and youth service users’ perspectives regarding implementation of a digital mental health platform for youth: A survey study	12
‘Better see a doctor?’ Status quo of symptom checker apps in Germany: A cross-sectional survey with a mixed-methods design (CHECK.APP)	12
Exploring online health information-seeking behaviour for musculoskeletal pain in Europe: A study protocol combining expert panel insights with search trends on social media and Google	12
Retrospective evaluation of the effectiveness of teledentistry approach during COVID-19 in pediatric dentistry: A parental perspective	12
Tele-ECG improves diagnosis of acute coronary syndrome and ST-elevation myocardial infarction in Côte d’Ivoire	12
Virtual reality interventions designed to support parents during and throughout the first year after birth: A scoping review	12
Exploring small stories of older adults elicited by virtual nature videos with a randomized online survey	12
Co-creation and evaluation of an app to support reminiscence therapy interventions for older people with dementia	12
Electronic health literacy and its association with lifestyle behavior among undergraduate students: A cross-sectional survey	12
Development and initial application of a harmonised multi-jurisdiction work injury compensation database	12
Corrigendum to “A hybrid forecasting technique for infection and death from the mpox virus”	12
Telemedicine in civil protection: A controlled simulation study for the analysis of patient care	12
Artificial neural network–based model for sleep quality prediction for frontline medical staff during major medical assistance	11
Delving into the world of webCHAT – an e-mental health support service for distressed youths in Singapore	11
Detection of the most influential variables for preventing postpartum urinary incontinence using machine learning techniques	11
The deep learning algorithm estimates chest radiograph-based sex and age as independent risk factors for future cardiovascular outcomes	11
Patients’ expectations and experiences with the usage of a self-care application for heart failure: A qualitative interview study	11
Patient and physician perspectives on the use and outcome measures of mHealth apps: Exploratory survey and focus group study	11
A digital innovation typology: Navigating the complexity of emerging technologies to negotiate health systems research with young people	11
A novel method to predict white blood cells after kidney transplantation based on machine learning	11
Healthcare providers’ use of dashboards with patient reported outcomes reinforces patients to fill out patient reported outcome measures	11
Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events	11
Effectiveness of instant versus text messaging intervention on antiretroviral therapy adherence among men who have sex with men living with HIV	11
Nerva, a mobile application of gut-directed hypnotherapy for irritable bowel syndrome: User characteristics, patterns of use, and predictors of persistence	11
Pathologists’ acceptance of telepathology in the Ministry of National Guard Health Affairs Hospitals in Saudi Arabia: A survey study	11
Exploring physiotherapists’ perceptions of telerehabilitation for musculoskeletal disorders: Insights from focus groups	11
A review of the factors influencing adoption of digital health applications for people living with dementia	11
Designing illustrative social media stories to promote adolescent peer support and healthy sexual behaviors	11
Time to act mature—Gearing eHealth evaluations towards technology readiness levels	11
How online healthcare team evolve into organization: A social network analysis	11
Value-based digital health: A systematic literature review of the value elements of digital health care	11
Cyber-attacks are a permanent and substantial threat to health systems: Education must reflect that	11
An artificially intelligent, natural language processing chatbot designed to promote COVID-19 vaccination: A proof-of-concept pilot study	11
Physical activity and asthma symptom control in children during COVID-19 lockdown: A feasibility study	10
Assessment of data quality and associated factors in the routine health information system among health workers in public health institutions of Gofa Zone, Southern Ethiopia: A mixed methods study	10
Exploring the proficiency of ChatGPT-4: An evaluation of its performance in the Taiwan advanced medical licensing examination	10
Evaluation of prototype risk prediction tools for clinicians and people living with type 2 diabetes in North West London using the think aloud method	10
Feasibility of using activity trackers and apps to increase physical activity in whole families: The Step it Up Family intervention	10
Clinical concept annotation with contextual word embedding in active transfer learning environment	10
Effects of personalization and source expertise on users’ health beliefs and usage intention toward health chatbots: Evidence from an online experiment	10
Teledentistry awareness, its usefulness, and challenges among dental professionals in Pakistan and Saudi Arabia	10
The relationship between media use and sports participation behavior: A meta-analysis	10
The experiences of 33 national COVID-19 dashboard teams during the first year of the pandemic in the World Health Organization European Region: A qualitative study	10
Development of a patient-centered transition program for stroke survivors and their informal caregivers, combining case-management and access to an online information platform: A user-centered design	10
Evidence-based guiding principles to build public trust in personal data use in health systems	10
Towards multimodal boosting of motivation for fall-preventive physical activity in seniors: An iterative development evaluation study	10
E-therapists’ views on the acceptability and feasibility of an internet-administered, guided, low-intensity cognitive behavioural therapy intervention for parents of children treated for cancer: A qua	10
Evaluating the sustainability of smart technology applications in healthcare after the COVID-19 pandemic: A hybridising subjective and objective fuzzy group decision-making approach with explainable a	9
A mixed-methods examination of the acceptability of, CareMOBI, a dementia-focused mhealth app, among primary care providers	9
Toward telemedical diagnostics—clinical evaluation of a robotic examination system for emergency patients	9
Development of a notification delivery specimen system for perioperative Thai nurses via the LINE application	9
Using a complexity science approach to evaluate the effectiveness of just-in-time adaptive interventions: A meta-analysis	9
Risk factors for developmental vulnerability: Insight from population-level surveillance using the Early Development Instrument	9
Deep learning-based analysis of COVID-19 X-ray images: Incorporating clinical significance and assessing misinterpretation	9
Diurnal cardio-respiratory changes in ambulatory individuals deciphered using a multi-parameter wearable device	9
Impact of coordination mechanisms based on information and communication technologies on cross-level clinical coordination: A scoping review	9
Japanese nurses’ confidence in their understanding of telenursing via e-learning: A mixed-methods study	9
Application of artificial intelligence in medical technologies: A systematic review of main trends	9
Online counselling for family carers of people with young onset dementia: The RHAPSODY-Plus pilot study	9
Assessing the healthcare quality issues for digital incident reporting in Sweden: Incident reports analysis	9
HYPO-CHEAT’s aggregated weekly visualisations of risk reduce real world hypoglycaemia	9
How do provider communication strategies predict online patient satisfaction? A content analysis of online patient-provider communication transcripts	9
Feasibility and acceptability of an online guided self-determination program to improve diabetes self-management in young adults	9
Supporting patients with a mental health diagnosis to use online services in primary care. A qualitative interview study	9
Read and accepted? Scoping the cognitive accessibility of privacy policies of health apps and websites in three European countries	9
Trend of mortality and length of stay in the emergency department following implementation of a centralized sepsis alert system	9
Implementation and impacts of virtual team-based care planning for older persons in formal care settings: A scoping review	9
“Who needs an app? Fertility patients’ use of a novel mobile health app”	8
Exploring the feasibility and acceptability of a sleep wearable headband among a community sample of chronic pain individuals: An at-home observational study	8
Investigation of nurses’ general attitudes toward artificial intelligence and their perceptions of ChatGPT usage and influencing factors	8
Comparison of artificial intelligence-assisted informed consent obtained before coronary angiography with the conventional method: Medical competence and ethical assessment	8

Integrating science into digital health workflows: A strategic approach for leaders	8
Evaluation of a village-based digital health kiosks program: A protocol for a cluster randomized clinical trial	8
Posture and musculoskeletal implications for students using mobile phones because of learning at home policy	8
What to watch: Practical considerations and strategies for using YouTube for research	8
Exploring sources of patient dissatisfaction in mobile health communication: A text analysis based on structural topic model	8
Improving online clinical sexual and reproductive health information to support self-care: A realist review	8
Predicting the employment of teledentistry in clinical practice by the Saudi dental community using a theoretical model	8
Application of privacy protection technology to healthcare big data	8
Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy	8
Telemedicine acceptance and efficacy in the context of preventive cardiology interventions: A systematic review	8
Patient-initiated video consultations: A qualitative study on reasons for patient-booking in Danish general practice	8
Factors associated with the adoption of a digital health service by patent proprietary medicine vendors (PPMVs) in Lagos, Nigeria	8
Feasibility of a noninvasive heart failure telemonitoring system: A mixed methods study	8
Perceptions of a machine learning-based lower-limb exercise training system among older adults with knee pain	8
Validating the accuracy of a novel virtual reality platform for determining implant orientation in simulated primary total hip replacement	8
Smartwatch-based algorithm for early detection of pulmonary infection: Validation and performance evaluation	8
Virtual assessment and management of chronic cough: A scoping review	8
Evaluation of reporting trends in the MAUDE Database: 1991 to 2022	8
Verification, analytical validation and clinical validation (V3) of wearable dosimeters and light loggers	8
Feasibility and acceptability of a novel digital therapeutic combining behavioral and pharmacological treatment for opioid use disorder	8
Refined image quality assessment for color fundus photography based on deep learning	7
Sustaining telecare consultations in nurse-led clinics: Perceptions of stroke patients and advanced practice nurses: A qualitative study	7
Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification	7
Patient and health professional attitudes towards the use of telemedicine for abortion care in Britain: Findings from the SACHA study	7
Co-producing digital mental health interventions: A systematic review	7
The effect of the Ebe Evimde application on the self-efficacy and anxiety levels of mothers: Randomized controlled trial	7
Breaking through diabetes management barriers: Assessing the accuracy of Freestyle Libre Pro flash continuous glucose monitoring in diabetes patients with myocardial infarction	7
Will the EU Medical Device Regulation help to improve the safety and performance of medical AI devices?	7
Outpatient portal use among pregnant individuals: Cross-sectional, temporal, and cluster analysis of use	7
Factors associated with fall risk of community-dwelling older people: A decision tree analysis	7
Changes in patient perceptions regarding ChatGPT-written explanations on lifestyle modifications for preventing urolithiasis recurrence	7
Performance of ChatGPT on Stage 1 of the Taiwanese medical licensing exam	7
Are nursing home employees ready for the technical evolution? German-wide survey on the status quo of affinity for technology and technology interaction	7
Digital health technologies supporting the application of comprehensive geriatric assessments in long-term care settings or community care: A systematic review	7
Feasibility of using the Automated Self-Administered 24-hour (ASA-24) dietary assessment tool in older adults	7
Revolutionising healthcare with artificial intelligence: A bibliometric analysis of 40 years of progress in health systems	7
Emotional activation in video conferences equals that in in person meetings	7
An overview of environmental risk factors for type 2 diabetes research using network science tools	7
An IoT-based cognitive impairment detection device: A newly proposed method in older adults care—choice reaction time-device development and data-driven validation	7
Perception of E-health Technology Scale in Chinese Brief (PETS-C Brief): Translation, item reduction, and psychometric testing	7
A text-based conversational agent for asthma support: Mixed-methods feasibility study	7
Technology acceptance of the video game-based swallowing function training system among healthcare providers and dysphagia patients: A qualitative study	7
Patient and clinician experiences of remote consultation during the SARS-CoV-2 pandemic: A service evaluation	7
Effects of virtual distant viewing technology on preventing nearwork-induced ocular parameter changes	7
A real-time interactive restoration system for intraoral digital videos using segment anything model	7
Immersive virtual reality in the promotion of health and well-being for people in residential aged care without cognitive impairment: A scoping review	7
Burst versus continuous delivery design in digital mental health interventions: Evidence from a randomized clinical trial	7
Ethical acceptability of telemedicine: Nursing home resident's perspective on telemedical consultations	7
Testing domain knowledge and risk of bias of a large-scale general artificial intelligence model in mental health	7
Effects of computer-based cognitive training combined with physical training for older adults with cognitive impairment: A four-arm randomized controlled trial	7
Inverse Gini indexed averaging: A multi-leveled ensemble approach for skin lesion classification using attention-integrated customized ResNet variants	7
Monkey king evolution (MKE)-GA-SVM model for subtype classification of breast cancer	7
Feasibility and acceptability testing of CommSense: A novel communication technology to enhance health equity in clinician–patient interactions	7
Ortho-digital dynamics: Exploration of advancing digital health technologies in musculoskeletal disease management	7
The use of a smartphone application to improve stroke code workflow metrics: A pilot study in a comprehensive stroke centre	7
Evaluating the impact of a novel telerehabilitation service to address neurological, musculoskeletal, or coronavirus disease 2019 rehabilitation concerns during the coronavirus disease 2019 pandemic	7
Feasibility of an exergaming training program in type 2 diabetes mellitus: A mixed method study	7
A control system model of capability-opportunity-motivation and behaviour (COM-B) framework for sedentary and physical activity behaviours	7
Classification of cardiac arrhythmia using a convolutional neural network and bi-directional long short-term memory	7
Development and implementation of a digiphysical screening model with nationwide reach to diagnose familial hypercholesterolemia	6
Mobile app for personalized sleep–wake management for shift workers: A user testing trial	6
Applicability of the decomposed theory of planned behavior for the evaluation of community-dwelling older adults’ acceptance in continuous usage of robot-assisted board games for cognitive training	6
Wearable technology in the sports medicine clinic to guide the return-to-play and performance protocols of athletes following a COVID-19 diagnosis	6
Demonstration experiment of telemedicine using ultrasonography and telerehabilitation with 5G communication system in aging and depopulated mountainous area	6
Longitudinal clinical decision support for assessing decisions over time: State-of-the-art and future directions	6
Evaluating digital competencies for allied health professionals in the United Kingdom	6
Virtual reality for healthcare: A scoping review of commercially available applications for head-mounted displays	6
Examining motivation factors for African American students’ use of consumer wearables	6
Diagnostic performance of generative artificial intelligences for a series of complex case reports	6
Smart home healthcare for chronic disease management: A scoping review	6
Improving the reliability of smartphone-based urine colorimetry using a colour card calibration method	6
Type-II fuzzy approach with explainable artificial intelligence for nature-based leisure travel destination selection amid the COVID-19 pandemic	6
Interpretable machine learning for predicting chronic kidney disease progression risk	6
Evaluating the utility of daily speech assessments for monitoring depression symptoms	6
Investigating information needs and preferences regarding digital mental health services among medical and psychology students in Germany: A qualitative study	6
Wearables are a viable digital health tool for older Indigenous adults living remotely in Australia (research)	6
Who tweets what about personalised medicine? Promises and concerns from Twitter discussions in Denmark	6
Assessing the impact of message relevance and frequency on physical activity change: A secondary data analysis from the random AIM trial	6
Digital health interventions for individuals with disabilities and their impacts on health, quality of life, and social participation	6
Israel's first national remote cardiac rehabilitation program: A retrospective analysis	6
Student perspectives on the integration of artificial intelligence into healthcare services	6
Factors affecting the acceptance of teledentistry determined using the technology acceptance model: A cross-sectional study	6
Challenges in the development of digital public health interventions and mapped solutions: Findings from a scoping review	6
Beliefs, experiences and concerns of using artificial intelligence in healthcare: A qualitative synthesis	6
Progress and clinical translation in hepatocellular carcinoma of deep learning in hepatic vascular segmentation	6
Rural patients’ experiences with anesthesia and surgical consultations in British Columbia: A survey-based comparison between virtual and in-person modalities	6
Enhancing the implementation of provider-to-provider telehealth in rural and remote areas: A mixed methods study protocol	6
Implementation of a novel mHealth application for the management of people with diabetes and recently healed foot ulceration: A feasibility study	6
Association between digital health literacy and physical activity levels among individuals with and without long-term health conditions: Data from a cross-sectional survey of 19,231 individuals	6
Measuring efficiency of the global fight against the COVID-19 pandemic	6
Machine learning methods to discriminate posttraumatic stress disorder: A protocol of systematic review and meta-analysis	6
Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol	6
Assessing the physiological effect of non-driving-related task performance in conditionally automated driving systems: A systematic review and meta-analysis protocol	6
Digital health implementation in Australia: A scientometric review of the research	6
Association between nutritional status assessed by a digital self-administered tool (R+ dietitian) and clinicopathologic factors in cancer patients: A comprehensive analysis	6