selected publications
- Artificial intelligence models for predicting the mode of delivery in maternal care. Journal of gynecology obstetrics and human reproduction. 2025 Academic Article GET IT
- AI Driven Wearables and Large Language Models for Student Well-Being: A Preliminary Study. Studies in health technology and informatics. 2025 Academic Article GET IT
- Deep learning applications for human embryo assessment using time-lapse imaging: scoping review. Frontiers in reproductive health. 2025 Academic Article GET IT
- Leveraging Large Language Models for Sentiment Analysis in Educational Contexts. Studies in health technology and informatics. 2025 Academic Article GET IT
- Effectiveness of Patients' Education and Telenursing Follow-Ups on Self-Care Practices of Patients With Diabetes Mellitus: Cross-Sectional and Quasi-Experimental Study. JMIR nursing. 2025 Academic Article GET IT
- Leveraging LLMs and wearables to provide personalized recommendations for enhancing student well-being and academic performance through a proof of concept. Scientific reports. 2025 Academic Article GET IT
- Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook. Journal of medical Internet research. 2024 Academic Article GET IT
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Evaluating segment anything model (SAM) on MRI scans of brain tumors.
Scientific reports.
2024
Academic Article
GET IT
Times cited: 5 - Author Correction: The role of blockchain to secure internet of medical things. 2024 GET IT
- Detection of Sleep Apnea Using Wearable AI: Systematic Review and Meta-Analysis. Journal of medical Internet research. 2024 Review GET IT
- The role of blockchain to secure internet of medical things. Scientific reports. 2024 Academic Article GET IT
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Patients' Perspectives on the Data Confidentiality, Privacy, and Security of mHealth Apps: Systematic Review.
Journal of medical Internet research.
2024
Review
GET IT
Times cited: 14 - Patients and Stakeholders' Perspectives Regarding the Privacy, Security, and Confidentiality of Data Collected via Mobile Health Apps in Saudi Arabia: Protocol for a Mixed Method Study. JMIR research protocols. 2024 Academic Article GET IT
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Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study.
JMIR formative research.
2024
Academic Article
GET IT
Times cited: 2 - Machine Learning-Based Approach for Identifying Research Gaps: COVID-19 as a Case Study. JMIR formative research. 2024 Academic Article GET IT
- Temporal self-attention for risk prediction from electronic health records using non-stationary kernel approximation. Artificial intelligence in medicine. 2024 Academic Article GET IT
- Technological Challenges and Solutions in Emergency Remote Teaching for Nursing: An International Cross-Sectional Survey. Healthcare informatics research. 2024 Academic Article GET IT
- The Performance of Wearable AI in Detecting Stress Among Students: Systematic Review and Meta-Analysis. Journal of medical Internet research. 2024 Review GET IT
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Artificial intelligence in glaucoma: opportunities, challenges, and future directions.
Biomedical engineering online.
2023
Review
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Times cited: 21 -
Prevalence of stunting among under-five children in refugee and internally displaced communities: a systematic review and meta-analysis.
Frontiers in public health.
2023
Review
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Times cited: 2 - A Strengths, Weaknesses, Opportunities, and Threats (SWOT) Analysis of ChatGPT Integration in Nursing Education: A Narrative Review. Cureus. 2023 Review GET IT
- Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis. Journal of medical Internet research. 2023 Review GET IT
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Using artificial intelligence to improve body iron quantification: A scoping review.
Blood reviews.
2023
Academic Article
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Times cited: 7 -
An Exploration of Wearable Device Features Used in UK Hospital Parkinson Disease Care: Scoping Review.
Journal of medical Internet research.
2023
Academic Article
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Times cited: 5 -
The performance of serious games for enhancing attention in cognitively impaired older adults.
NPJ digital medicine.
2023
Review
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Times cited: 1 - Estimating Blood Glucose Levels Using Machine Learning Models with Non-Invasive Wearable Device Data. Studies in health technology and informatics. 2023 Academic Article GET IT
- Performance of Artificial Intelligence in Predicting Future Depression Levels. Studies in health technology and informatics. 2023 Academic Article GET IT
- Wearable AI Reveals the Impact of Intermittent Fasting on Stress Levels in School Children During Ramadan. Studies in health technology and informatics. 2023 Academic Article GET IT
- Large Language Models in Medical Education: Opportunities, Challenges, and Future Directions. JMIR medical education. 2023 Academic Article GET IT
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Systematic review and meta-analysis of performance of wearable artificial intelligence in detecting and predicting depression.
NPJ digital medicine.
2023
Academic Article
GET IT
Times cited: 42 - Serious Games for Learning Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis. Journal of medical Internet research. 2023 Review GET IT
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Artificial Intelligence for the Prediction and Early Diagnosis of Pancreatic Cancer: Scoping Review.
Journal of medical Internet research.
2023
Academic Article
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Times cited: 10 - The Effectiveness of Wearable Devices Using Artificial Intelligence for Blood Glucose Level Forecasting or Prediction: Systematic Review. Journal of medical Internet research. 2023 Review GET IT
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Hepatic and cardiac iron overload quantified by magnetic resonance imaging in patients on hemodialysis: A systematic review and meta-analysis.
Hemodialysis international. International Symposium on Home Hemodialysis.
2022
Review
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Times cited: 10 -
The Effectiveness of Supervised Machine Learning in Screening and Diagnosing Voice Disorders: Systematic Review and Meta-analysis.
Journal of medical Internet research.
2022
Review
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Times cited: 14 -
The Role of Artificial Intelligence in Decoding Speech from EEG Signals: A Scoping Review.
Sensors (Basel, Switzerland).
2022
Academic Article
GET IT
Times cited: 17 - Machine learning models to detect anxiety and depression through social media: A scoping review. Computer methods and programs in biomedicine update. 2022 Academic Article GET IT
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The Effectiveness of Serious Games on Cognitive Processing Speed Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
GET IT
Times cited: 8 -
The Effectiveness of Serious Games in Improving Memory Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
GET IT
Times cited: 25 -
Effectiveness of Serious Games for Improving Executive Functions Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 24 -
The performance of artificial intelligence-driven technologies in diagnosing mental disorders: an umbrella review.
NPJ digital medicine.
2022
Review
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Times cited: 34 -
Toward deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via ultrasound images.
iScience.
2022
Academic Article
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Times cited: 22 -
Artificial Intelligence Solutions to Detect Fraud in Healthcare Settings: A Scoping Review.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 6 -
Artificial Intelligence-Based Mobile Application for Sensing Children Emotion Through Drawings.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 1 -
Clinical Trials on Alternative Medicines for COVID-19.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 4 -
Effectiveness of Serious Games for Language Processing Amongst Elderly Population with Cognitive Impairment: A Systematic Review and Meta-Analysis.
Studies in health technology and informatics.
2022
Review
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Times cited: 2 -
Effectiveness of Serious Games for Visuospatial Abilities in Elderly Population with Cognitive Impairment: A Systematic Review and Meta-Analysis.
Studies in health technology and informatics.
2022
Review
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Times cited: 3 -
The prevalence of cardiac and hepatic iron overload in patients with kidney failure: A protocol for systematic review and meta-analysis.
Health science reports.
2022
Academic Article
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Times cited: 4 -
Artificial Intelligence in Kidney Transplantation: A Scoping Review.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 3 -
Thematic Analysis on User Reviews for Depression and Anxiety Chatbot Apps: Machine Learning Approach.
JMIR formative research.
2022
Academic Article
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Times cited: 15 -
The Effectiveness and Safety of Serious Games for Improving Cognitive Abilities Among Elderly People With Cognitive Impairment: Systematic Review and Meta-Analysis.
JMIR serious games.
2022
Review
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Times cited: 32 -
The Effectiveness of Mobile Phone Messaging-Based Interventions to Promote Physical Activity in Type 2 Diabetes Mellitus: Systematic Review and Meta-analysis.
Journal of medical Internet research.
2022
Review
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Times cited: 4 -
The Effectiveness of Serious Games in Alleviating Anxiety: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 30 -
Contribution of Artificial Intelligence in Pregnancy: A Scoping Review.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 18 -
Electronic Health Records and Physician Burnout: A Scoping Review.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 46 -
Evaluation of Meditation Apps Available on Google Play and Apple Store: An App Review.
Studies in health technology and informatics.
2022
Review
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Times cited: 2 -
Features of Meditation Apps: A Scoping Review.
Studies in health technology and informatics.
2022
Academic Article
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Times cited: 2 -
The Effectiveness of Serious Games for Alleviating Depression: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 33 -
Artificial Intelligence for Skin Cancer Detection: Scoping Review.
Journal of medical Internet research.
2021
Academic Article
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Times cited: 50 -
Evaluation Metrics for Health Chatbots: A Delphi Study.
Methods of information in medicine.
2021
Academic Article
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Times cited: 16 -
A Scoping Review to Find Out Worldwide COVID-19 Vaccine Hesitancy and Its Underlying Determinants.
Vaccines.
2021
Academic Article
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Times cited: 131 -
Emergency Remote Learning in Nursing Education During the COVID-19 Pandemic.
Studies in health technology and informatics.
2021
Academic Article
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Times cited: 5 -
A Comprehensive Overview of the COVID-19 Literature: Machine Learning-Based Bibliometric Analysis.
Journal of medical Internet research.
2021
Review
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Times cited: 44 -
Analysis of Diabetes Apps to Assess Privacy-Related Permissions: Systematic Search of Apps.
JMIR diabetes.
2021
Academic Article
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Times cited: 8 -
Patients' Perspectives About Factors Affecting Their Use of Electronic Personal Health Records in England: Qualitative Analysis.
Journal of medical Internet research.
2021
Academic Article
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Times cited: 6 -
Perceptions and Opinions of Patients About Mental Health Chatbots: Scoping Review.
Journal of medical Internet research.
2021
Academic Article
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Times cited: 161 -
Technical Aspects of Developing Chatbots for Medical Applications: Scoping Review.
Journal of medical Internet research.
2020
Academic Article
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Times cited: 76 -
Artificial Intelligence in the Fight Against COVID-19: Scoping Review.
Journal of medical Internet research.
2020
Academic Article
GET IT
Times cited: 85 -
Blockchain technologies to mitigate COVID-19 challenges: A scoping review.
Computer methods and programs in biomedicine update.
2020
Academic Article
GET IT
Times cited: 46 -
Patients' Adoption of Electronic Personal Health Records in England: Secondary Data Analysis.
Journal of medical Internet research.
2020
Academic Article
GET IT
Times cited: 15 -
The benefits and threats of blockchain technology in healthcare: A scoping review.
International journal of medical informatics.
2020
Academic Article
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Times cited: 295 -
Effectiveness and Safety of Using Chatbots to Improve Mental Health: Systematic Review and Meta-Analysis.
Journal of medical Internet research.
2020
Review
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Times cited: 203 -
The Impact of Clinical Decision Support Systems (CDSS) on Physicians: A Scoping Review.
Studies in health technology and informatics.
2020
Academic Article
GET IT
Times cited: 47 -
Technical Metrics Used to Evaluate Health Care Chatbots: Scoping Review.
Journal of medical Internet research.
2020
Academic Article
GET IT
Times cited: 93 -
Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study.
Journal of medical Internet research.
2020
Academic Article
GET IT
Times cited: 600 -
An overview of the features of chatbots in mental health: A scoping review.
International journal of medical informatics.
2019
Academic Article
GET IT
Times cited: 307 -
Factors Affecting Patients' Use of Electronic Personal Health Records in England: Cross-Sectional Study.
Journal of medical Internet research.
2019
Academic Article
GET IT
Times cited: 32 -
Factors that affect the use of electronic personal health records among patients: A systematic review.
International journal of medical informatics.
2019
Academic Article
GET IT
Times cited: 85