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	59
Evaluating an interactive tool that reasons about quality of life to support life planning by older people	53
Change in disease burden associated with influenza and air pollutants during the COVID-19 pandemic in Hong Kong	51
Influence of social and psychological factors on smartphone usage during the COVID-19 pandemic	49
Diabetes prevention program outcomes by in-person versus distance delivery mode among ethnically diverse, primarily lower-income adults	41
Handling of outcome missing data dependent on measured or unmeasured background factors in micro-randomized trial: Simulation and application study	41
Preferences for telehealth: A qualitative study with people accessing a new mental health service	41
An automated, web-based triage tool may optimise referral pathways in elective orthopaedic surgery: A proof-of-concept study	40
Bibliometric analysis of medical and health research collaboration between China and ASEAN countries	37
AngioJet rheolytic thrombectomy for the treatment of deep vein thrombosis in elderly patients: Increase the risk of acute kidney injury?	37
Reliability of ChatGPT for performing triage task in the emergency department using the Korean Triage and Acuity Scale	36
The impact of limited access to digital health records on doctors and their willingness to adopt electronic health record systems	36
A scoping review of feasibility, cost-effectiveness, access to quality rehabilitation services and impact of telerehabilitation: A review protocol	35
Erratum to “Revealing patient-reported experiences in healthcare from social media using the design-acquire-process-model-analyse-visualise framework”	35
Review: Machine learning in precision pharmacotherapy of type 2 diabetes—A promising future or a glimpse of hope?	35
Sociodemographic factors and health digital divide among urban residents: Evidence from a population-based survey in China	33
Circadian rhythm and variability of large and small airway spirometric variables in healthy individuals	32
Acceptance of digital health applications in non-pharmacological therapies in German statutory healthcare system: Results of an online survey	31
COVID-19 surveillance based on consumer wearable devices	28
Artificial intelligence applications in bone fractures: A bibliometric and science mapping analysis	26
Electronic consultation accessibility influence on patient assessments: A case–control study with user-generated tags of physician expertise	24

Medical data market platforms and medical data trade demands of medical device companies	23
We asked Chat GPT to describe brain fog in chronic pain: What did we learn?	23
From text to interaction: The digital advance directive method for advance directives	23
Patients and healthcare practitioners’ perspective on the development of a digital interprofessional intervention for COPD	23
Remote patient monitoring for chronic heart failure in France: When an innovative funding program (ETAPES) meets an innovative solution (Satelia® Cardio)	23
Chronic disease IMPACT (chronic disease early detection and improved management in primary care project): An Australian stepped wedge cluster randomised trial	22
User-centered design of feedback regarding health-related behaviors derived from wearables: An approach targeting older adults and persons living with neurodegenerative disease	22
Consumer opinion on the use of machine learning in healthcare settings: A qualitative systematic review	21
Telemedicine for obstructive sleep apnea syndrome: An updated review	21
Monitoring physical impact and recovery of pancreatic cancer treatment using consumer wearable health data: A case report	21
How general practitioners and patients discuss type 2 diabetes mellitus and cardiovascular diseases concerns during consultations: Implications for digital health	20
Predicting non-initiation of care and dropout in a blended care CBT intervention: Impact of early digital engagement, sociodemographic, and clinical factors	20
The influencing factors of digital health passport adoption and acceptance during COVID-19 in Saudi Arabia	20
Identification of required capabilities of digital health ecosystems when preventing and managing non-communicable diseases	19
Monitoring walking asymmetries and endpoint control in persons living with chronic stroke: Implications for remote diagnosis and telerehabilitation	19
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	19
Italian nurses’ experiences of the COVID-19 pandemic through social media: A longitudinal mixed methods study of Internet posts	18
Developing cue-behavior association for habit formation: A qualitative study to explore the role of avatar in hypertension	18
Diabetes prediction model for unbalanced community follow-up data set based on optimal feature selection and scorecard	18
The effects of information framing on self-protective behavior: Evidence from the COVID-19 vaccine uptake	18
Driving time-based identification of gaps in specialised care coverage: An example of neuroinflammatory diseases in Germany	17
Online public information about advance care planning: An evaluation of UK and international websites	17
Assessment of functionalities and attitude toward telemedicine for patients with cardiovascular disease	17
The effectiveness of automated digital health solutions at successfully managing obesity and obesity-associated disorders: A PICO-structured investigation	17
The role of digital health in palliative care for people living with HIV in sub-Saharan Africa: A systematic review	17
Text messaging to increase patient engagement in a large health care for the homeless clinic: Results of a randomized pilot study	17
Using web analytics data to identify platforms and content that best engage high-priority HIV populations in online and social media marketing advertisements	16
Psychological and physiological health outcomes of virtual reality-based mindfulness interventions: A systematic review and evidence mapping of empirical studies	16
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	16
Designing digital nature for older adults: A mixed method approach	16
Prediction of reduced left ventricular ejection fraction using atrial fibrillation or flutter electrocardiograms: A machine-learning study	16
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	16
‘Better see a doctor?’ Status quo of symptom checker apps in Germany: A cross-sectional survey with a mixed-methods design (CHECK.APP)	15
Development and initial application of a harmonised multi-jurisdiction work injury compensation database	15
Exploring small stories of older adults elicited by virtual nature videos with a randomized online survey	15
Corrigendum to “A hybrid forecasting technique for infection and death from the mpox virus”	14
Virtual reality interventions designed to support parents during and throughout the first year after birth: A scoping review	14
A review of the factors influencing adoption of digital health applications for people living with dementia	14
Telemedicine in civil protection: A controlled simulation study for the analysis of patient care	14
Retrospective evaluation of the effectiveness of teledentistry approach during COVID-19 in pediatric dentistry: A parental perspective	14
Efficacy of the cigarette-burning application combined with medication intervention for smoking cessation in China: A randomized controlled trial	14
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	14
Co-creation and evaluation of an app to support reminiscence therapy interventions for older people with dementia	14
Detection of the most influential variables for preventing postpartum urinary incontinence using machine learning techniques	14
Exploring physiotherapists’ perceptions of telerehabilitation for musculoskeletal disorders: Insights from focus groups	13
Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events	13
Pathologists’ acceptance of telepathology in the Ministry of National Guard Health Affairs Hospitals in Saudi Arabia: A survey study	13
Clinical concept annotation with contextual word embedding in active transfer learning environment	13
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	13
Artificial neural network–based model for sleep quality prediction for frontline medical staff during major medical assistance	13

Time to act mature—Gearing eHealth evaluations towards technology readiness levels	13
Patient and physician perspectives on the use and outcome measures of mHealth apps: Exploratory survey and focus group study	13
Value-based digital health: A systematic literature review of the value elements of digital health care	13
Physical activity and asthma symptom control in children during COVID-19 lockdown: A feasibility study	13
Effectiveness of instant versus text messaging intervention on antiretroviral therapy adherence among men who have sex with men living with HIV	13
Delving into the world of webCHAT – an e-mental health support service for distressed youths in Singapore	13
Patients’ expectations and experiences with the usage of a self-care application for heart failure: A qualitative interview study	13
Cyber-attacks are a permanent and substantial threat to health systems: Education must reflect that	13
Nerva, a mobile application of gut-directed hypnotherapy for irritable bowel syndrome: User characteristics, patterns of use, and predictors of persistence	13
How online healthcare team evolve into organization: A social network analysis	13
Exploring the proficiency of ChatGPT-4: An evaluation of its performance in the Taiwan advanced medical licensing examination	12
The relationship between media use and sports participation behavior: A meta-analysis	12
Evidence-based guiding principles to build public trust in personal data use in health systems	12
Implementation and impacts of virtual team-based care planning for older persons in formal care settings: A scoping review	12
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	12
Deep learning-based analysis of COVID-19 X-ray images: Incorporating clinical significance and assessing misinterpretation	12
Feasibility of using activity trackers and apps to increase physical activity in whole families: The Step it Up Family intervention	12
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	12
Effects of personalization and source expertise on users’ health beliefs and usage intention toward health chatbots: Evidence from an online experiment	12
HYPO-CHEAT’s aggregated weekly visualisations of risk reduce real world hypoglycaemia	12
Teledentistry awareness, its usefulness, and challenges among dental professionals in Pakistan and Saudi Arabia	12
Assessing the healthcare quality issues for digital incident reporting in Sweden: Incident reports analysis	12
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	12
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	11
A mixed-methods examination of the acceptability of, CareMOBI, a dementia-focused mhealth app, among primary care providers	11
Toward telemedical diagnostics—clinical evaluation of a robotic examination system for emergency patients	11
Diurnal cardio-respiratory changes in ambulatory individuals deciphered using a multi-parameter wearable device	11
Feasibility of a noninvasive heart failure telemonitoring system: A mixed methods study	11
Impact of coordination mechanisms based on information and communication technologies on cross-level clinical coordination: A scoping review	11
Improving online clinical sexual and reproductive health information to support self-care: A realist review	11
How do provider communication strategies predict online patient satisfaction? A content analysis of online patient-provider communication transcripts	11
Online counselling for family carers of people with young onset dementia: The RHAPSODY-Plus pilot study	11
Japanese nurses’ confidence in their understanding of telenursing via e-learning: A mixed-methods study	11
Predicting the employment of teledentistry in clinical practice by the Saudi dental community using a theoretical model	11
“Who needs an app? Fertility patients’ use of a novel mobile health app”	11
Exploring the feasibility and acceptability of a sleep wearable headband among a community sample of chronic pain individuals: An at-home observational study	11
Perceptions of a machine learning-based lower-limb exercise training system among older adults with knee pain	11
Supporting patients with a mental health diagnosis to use online services in primary care. A qualitative interview study	11
Trend of mortality and length of stay in the emergency department following implementation of a centralized sepsis alert system	11
Feasibility and acceptability of an online guided self-determination program to improve diabetes self-management in young adults	11
Read and accepted? Scoping the cognitive accessibility of privacy policies of health apps and websites in three European countries	11
Smartwatch-based algorithm for early detection of pulmonary infection: Validation and performance evaluation	11
Exploring sources of patient dissatisfaction in mobile health communication: A text analysis based on structural topic model	11
Validating the accuracy of a novel virtual reality platform for determining implant orientation in simulated primary total hip replacement	11
Verification, analytical validation and clinical validation (V3) of wearable dosimeters and light loggers	10
Posture and musculoskeletal implications for students using mobile phones because of learning at home policy	10
Feasibility of an exergaming training program in type 2 diabetes mellitus: A mixed method study	10
Application of privacy protection technology to healthcare big data	10
Patient-initiated video consultations: A qualitative study on reasons for patient-booking in Danish general practice	10
Telemedicine acceptance and efficacy in the context of preventive cardiology interventions: A systematic review	10
The use of a smartphone application to improve stroke code workflow metrics: A pilot study in a comprehensive stroke centre	10
Evaluation of a village-based digital health kiosks program: A protocol for a cluster randomized clinical trial	10
Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy	10
Factors associated with the adoption of a digital health service by patent proprietary medicine vendors (PPMVs) in Lagos, Nigeria	10
Evaluation of reporting trends in the MAUDE Database: 1991 to 2022	10
Changes in patient perceptions regarding ChatGPT-written explanations on lifestyle modifications for preventing urolithiasis recurrence	10
Integrating science into digital health workflows: A strategic approach for leaders	10
Will the EU Medical Device Regulation help to improve the safety and performance of medical AI devices?	9
Effects of virtual distant viewing technology on preventing nearwork-induced ocular parameter changes	9
Factors associated with fall risk of community-dwelling older people: A decision tree analysis	9
A real-time interactive restoration system for intraoral digital videos using segment anything model	9
An IoT-based cognitive impairment detection device: A newly proposed method in older adults care—choice reaction time-device development and data-driven validation	9
Testing domain knowledge and risk of bias of a large-scale general artificial intelligence model in mental health	9
Ethical acceptability of telemedicine: Nursing home resident's perspective on telemedical consultations	9
Technology acceptance of the video game-based swallowing function training system among healthcare providers and dysphagia patients: A qualitative study	9
Immersive virtual reality in the promotion of health and well-being for people in residential aged care without cognitive impairment: A scoping review	9
Evaluating the impact of a novel telerehabilitation service to address neurological, musculoskeletal, or coronavirus disease 2019 rehabilitation concerns during the coronavirus disease 2019 pandemic	9
Perception of E-health Technology Scale in Chinese Brief (PETS-C Brief): Translation, item reduction, and psychometric testing	9
Emotional activation in video conferences equals that in in person meetings	9
Co-producing digital mental health interventions: A systematic review	9
Revolutionising healthcare with artificial intelligence: A bibliometric analysis of 40 years of progress in health systems	9
Measuring efficiency of the global fight against the COVID-19 pandemic	9
Inverse Gini indexed averaging: A multi-leveled ensemble approach for skin lesion classification using attention-integrated customized ResNet variants	9
A control system model of capability-opportunity-motivation and behaviour (COM-B) framework for sedentary and physical activity behaviours	9
Outpatient portal use among pregnant individuals: Cross-sectional, temporal, and cluster analysis of use	9
Patient and clinician experiences of remote consultation during the SARS-CoV-2 pandemic: A service evaluation	9
Are nursing home employees ready for the technical evolution? German-wide survey on the status quo of affinity for technology and technology interaction	9
Digital health technologies supporting the application of comprehensive geriatric assessments in long-term care settings or community care: A systematic review	9
Sustaining telecare consultations in nurse-led clinics: Perceptions of stroke patients and advanced practice nurses: A qualitative study	9
Performance of ChatGPT on Stage 1 of the Taiwanese medical licensing exam	9

Smart home healthcare for chronic disease management: A scoping review	8
Digital health interventions for individuals with disabilities and their impacts on health, quality of life, and social participation	8
Is Arabic online patient-centered information about dental extraction trustworthy? An infodemiological study	8
Enhancing the implementation of provider-to-provider telehealth in rural and remote areas: A mixed methods study protocol	8
Investigating information needs and preferences regarding digital mental health services among medical and psychology students in Germany: A qualitative study	8
Type-II fuzzy approach with explainable artificial intelligence for nature-based leisure travel destination selection amid the COVID-19 pandemic	8
Development and implementation of a digiphysical screening model with nationwide reach to diagnose familial hypercholesterolemia	8
Evaluating digital competencies for allied health professionals in the United Kingdom	8
Association between nutritional status assessed by a digital self-administered tool (R+ dietitian) and clinicopathologic factors in cancer patients: A comprehensive analysis	8
Digital health implementation in Australia: A scientometric review of the research	8
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	8
Demonstration experiment of telemedicine using ultrasonography and telerehabilitation with 5G communication system in aging and depopulated mountainous area	8
Machine learning methods to discriminate posttraumatic stress disorder: A protocol of systematic review and meta-analysis	8
Mobile app for personalized sleep–wake management for shift workers: A user testing trial	8
Implementation of a novel mHealth application for the management of people with diabetes and recently healed foot ulceration: A feasibility study	8
‘It would help people to help me’: Acceptability of digital phenotyping among young people with visual impairment and their families	8
Factors affecting the acceptance of teledentistry determined using the technology acceptance model: A cross-sectional study	8
Student perspectives on the integration of artificial intelligence into healthcare services	8
Wearables are a viable digital health tool for older Indigenous adults living remotely in Australia (research)	8
Who tweets what about personalised medicine? Promises and concerns from Twitter discussions in Denmark	8
Wearable technology in the sports medicine clinic to guide the return-to-play and performance protocols of athletes following a COVID-19 diagnosis	8
Beliefs, experiences and concerns of using artificial intelligence in healthcare: A qualitative synthesis	8
Examining motivation factors for African American students’ use of consumer wearables	8
Improving the reliability of smartphone-based urine colorimetry using a colour card calibration method	8
Digital health literacy and associated factors among health professionals during the outbreak of corona virus pandemic in Ethiopia: A systematic review and meta-analysis	7
Integrating ChatGPT: Enhancing postpartum mental healthcare with artificial intelligence (AI) support	7
Associations between smartphone keystroke dynamics and cognition in MS	7
Interest, uptake, and feasibility trial of a real-life digital health intervention to improve lifestyle in Brazil	7
Digital tool as speech and language therapy for patients with post-stroke aphasia	7
A digital self-care intervention for Ugandan patients with heart failure and their clinicians: User-centred design and usability study	7
Healthcare in the hand: Patients’ use of handheld technology in video consultations with their general practitioner	7
A randomized controlled trial for evaluating the impact of integrating a computerized clinical decision support system and a socially assistive humanoid robot into grand rounds during pre/post-operat	7
Design, implementation, and evaluation of an innovative intelligence information management system for premature infants	7
Assessing technology usage in relation to the quality of life of autistic children	7
Digitally managing depression: A fully remote randomised attention-placebo controlled trial	7
Investigating the effects of digital foot self-management program on enhancing self-efficacy and self-care behavior among community-dwelling older adults with type 2 diabetes: A randomized controlled	7
Advancing the digital and computational capabilities of healthcare providers: A qualitative study of a hospital organisation in the NHS	7
circadian rhythms are not captured equal: Exploring Circadian metrics extracted by differentcomputational methods from smartphone accelerometer and GPS sensors in daily life tracking	7
Working from home during the COVID-19 pandemic. The role of physical activity to counteract the workers’ oxidative stress. A pilot study	7
Diagnostic performance of generative artificial intelligences for a series of complex case reports	7
Causal effects of physical activity on the risk of overall ovarian cancer: A Mendelian randomization study	7
The most used questionnaires for evaluating the usability of robots and smart wearables: A scoping review	7
Chronic pain self-management in middle-aged and older adults: A collective intelligence approach to identifying barriers and user needs in eHealth interventions	7
Development of a framework to promote rural health workforce capability through digital solutions: A qualitative study of user perspectives	7
An approach to evaluation of digital data in public health campaigns	7
Training for virtual care: What do the experts think?	7
Opportunities and barriers for reimbursement of digital therapeutics in Austria: Findings From expert interviews	7
Leveraging online shopping behaviors as a proxy for personal lifestyle choices: New insights into chronic disease prevention literacy	7
Mask R-CNN based multiclass segmentation model for endotracheal intubation using video laryngoscope	7
Mobile-based program improves healthy eating of ulcerative colitis patients: A pilot study	7
Stroke survivors’ telemedicine experiences during the COVID-19 pandemic: A phenomenological investigation	7
Smartphone digital phenotyping, surveys, and cognitive assessments for global mental health: Initial data and clinical correlations from an international first episode psychosis study	7
Assessing the physiological effect of non-driving-related task performance in conditionally automated driving systems: A systematic review and meta-analysis protocol	7
Feasibility and effectiveness study of applying a hallucinogen harm reduction and integration model to a mindfulness thinking intervention using virtual reality: A randomized controlled trial	7
‘It's not everybody's snapshot. It's just an insight into that world’: A qualitative study of multiple perspectives towards understanding the mental health experience and addressing stigma in healthca	7
Evaluation of the automated dispensing cabinets users’ level of satisfaction and the influencing factors in Al-Ahsa hospitals	7
Digital mental health intervention for schizophrenia spectrum and psychotic disorders: Protocol for a pragmatic feasibility study of Horyzons-Canada	7
Evaluation of response to incentive recruitment strategies in a social media-based survey	7
Global trends and hotspots in research on extended reality in sports: A bibliometric analysis from 2000 to 2021	7
Distal and proximal factors of wearable users’ quantified-self dependence: A cognitive-behavioral model	7
Co-design of a voice-based app to monitor long COVID symptoms with its end-users: A mixed-method study	7
Global bibliometric mapping of the research trends in artificial intelligence-based digital pathology for lung cancer over the past two decades	7
What explains trust in online mental health therapy provision platforms? An online descriptive survey	7
e-Health literacy and online health information utilization among Jordanians: A population-based study	7
An overview of environmental risk factors for type 2 diabetes research using network science tools	6
The effect of the Ebe Evimde application on the self-efficacy and anxiety levels of mothers: Randomized controlled trial	6
Preliminary study: Data analytics for predicting medication adherence in Malaysian arthritis patients	6
Development of a notification delivery specimen system for perioperative Thai nurses via the LINE application	6
Effectiveness of digital health interventions to increase cardiorespiratory fitness: A systematic review and meta-analysis	6
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	6
Digital health literacy and well-being among university students: Mediating roles of fear of COVID-19, information satisfaction, and internet information search	6
Feasibility, acceptability, usability and quality of life levels in post-stroke patients undergoing telerehabilitation: Results from a multicentric pilot study	6
Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol	6
Feasibility and acceptability testing of CommSense: A novel communication technology to enhance health equity in clinician–patient interactions	6
Monkey king evolution (MKE)-GA-SVM model for subtype classification of breast cancer	6
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	6
Feasibility of using the Automated Self-Administered 24-hour (ASA-24) dietary assessment tool in older adults	6
Evaluation of deep learning techniques for identification of sarcoma-causing carcinogenic mutations	6
The deep learning algorithm estimates chest radiograph-based sex and age as independent risk factors for future cardiovascular outcomes	6
Validity of a smartphone application for self-monitoring psychiatric symptoms in patients with schizophrenia	6
Mortality risk prediction of the electrocardiogram as an informative indicator of cardiovascular diseases	6
A comprehensive review of digital twin in healthcare in the scope of simulative health-monitoring	6
Designing illustrative social media stories to promote adolescent peer support and healthy sexual behaviors	6
A topic trend analysis on COVID-19 literature	6
Ortho-digital dynamics: Exploration of advancing digital health technologies in musculoskeletal disease management	6
Patient and health professional attitudes towards the use of telemedicine for abortion care in Britain: Findings from the SACHA study	6
Virtual reality for healthcare: A scoping review of commercially available applications for head-mounted displays	6
Application of artificial intelligence in medical technologies: A systematic review of main trends	6
Feasibility of a tailored and virtually supported home exercise program for people with multiple myeloma using a novel eHealth application	6
Implementing a teleophthalmology referral platform in routine practice: Understanding a digital health intervention implementation using normalisation process theory	6
The use of social media to search for weight reduction information: Assessment of the perception among a sample of Saudi adults	6
An evidence-based tailored eHealth patient education tool for patients with knee osteoarthritis: A randomized controlled trial	6
‘My words become my hands’: Yoga instructors’ experiences of adapting teleyoga in the SAGE fall prevention trial—A qualitative analysis	6
Parkwood's VIP4SCI platform: A virtual e-health self-management solution for persons with spinal cord injury across the care continuum	6
Rural patients’ experiences with anesthesia and surgical consultations in British Columbia: A survey-based comparison between virtual and in-person modalities	6