selected publications
- The Performance of Artificial Intelligence in Classifying Molecular Markers in Adult-Type Gliomas Using Histopathological Images: Systematic Review. Journal of medical Internet research. 2026 Review GET IT
- Digital mental health needs a purpose-driven approach. Nature human behaviour. 2026 Review GET IT
- Uterine cancer classification from CT images using convolutional feature extraction and transformer-based self-attention. Frontiers in medicine. 2026 Academic Article GET IT
- Predicting Infant Sleep Patterns From Postpartum Maternal Mental Health Measures: Machine Learning Approach. JMIR pediatrics and parenting. 2026 Academic Article GET IT
- Hype vs Reality in the Integration of Artificial Intelligence in Clinical Workflows. JMIR formative research. 2025 Academic Article GET IT
- Multimodal large language models for women's reproductive mental health. Archives of women's mental health. 2025 Review GET IT
- Corrigendum to "Automated insulin delivery for safe fasting and exercise during Ramadan in patients with type 1 diabetes: The active fast study". [DIAB 226 (2025) 112353]. 2025 GET IT
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Artificial Intelligence in Gestational Diabetes Care: A Systematic Review.
Journal of diabetes science and technology.
2025
Review
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Times cited: 4 - Automated insulin delivery for safe fasting and exercise during Ramadan in patients with type 1 diabetes: The active fast study. Diabetes research and clinical practice. 2025 Academic Article GET IT
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Editorial: Large Language Models for medical applications.
Frontiers in medicine.
2025
Editorial Article
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Times cited: 4 -
Artificial intelligence models for predicting the mode of delivery in maternal care.
Journal of gynecology obstetrics and human reproduction.
2025
Academic Article
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Times cited: 1 - 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
- 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
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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
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Times cited: 6 -
Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook.
Journal of medical Internet research.
2024
Academic Article
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Times cited: 166 -
Evaluating segment anything model (SAM) on MRI scans of brain tumors.
Scientific reports.
2024
Academic Article
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Times cited: 18 -
Author Correction: The role of blockchain to secure internet of medical things.
2024
GET IT
Times cited: 2 -
Detection of Sleep Apnea Using Wearable AI: Systematic Review and Meta-Analysis.
Journal of medical Internet research.
2024
Review
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Times cited: 40 -
The role of blockchain to secure internet of medical things.
Scientific reports.
2024
Academic Article
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Times cited: 87 -
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
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Times cited: 1 -
Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study.
JMIR formative research.
2024
Academic Article
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Times cited: 12 -
Machine Learning-Based Approach for Identifying Research Gaps: COVID-19 as a Case Study.
JMIR formative research.
2024
Academic Article
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Times cited: 6 -
Temporal self-attention for risk prediction from electronic health records using non-stationary kernel approximation.
Artificial intelligence in medicine.
2024
Academic Article
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Times cited: 6 - Technological Challenges and Solutions in Emergency Remote Teaching for Nursing: An International Cross-Sectional Survey. Healthcare informatics research. 2024 Academic Article GET IT
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The Performance of Wearable AI in Detecting Stress Among Students: Systematic Review and Meta-Analysis.
Journal of medical Internet research.
2024
Review
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Times cited: 33 -
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: 5 - A Strengths, Weaknesses, Opportunities, and Threats (SWOT) Analysis of ChatGPT Integration in Nursing Education: A Narrative Review. Cureus. 2023 Review GET IT
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Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis.
Journal of medical Internet research.
2023
Review
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Times cited: 33 -
The performance of serious games for enhancing attention in cognitively impaired older adults.
NPJ digital medicine.
2023
Review
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Times cited: 6 -
Estimating Blood Glucose Levels Using Machine Learning Models with Non-Invasive Wearable Device Data.
Studies in health technology and informatics.
2023
Academic Article
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Times cited: 4 -
Performance of Artificial Intelligence in Predicting Future Depression Levels.
Studies in health technology and informatics.
2023
Academic Article
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Times cited: 7 -
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
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Times cited: 1 -
Large Language Models in Medical Education: Opportunities, Challenges, and Future Directions.
JMIR medical education.
2023
Academic Article
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Times cited: 438 -
Serious Games for Learning Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.
Journal of medical Internet research.
2023
Review
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Times cited: 20 -
Correction: Wearable Artificial Intelligence for Anxiety and Depression: Scoping Review.
2023
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Times cited: 3 -
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: 23 -
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
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Times cited: 12 -
The Effectiveness of Serious Games in Improving Memory Among Older Adults With Cognitive Impairment: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 37 -
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: 35 -
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: 62 -
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: 31 -
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 -
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: 22 -
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: 45 -
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: 8 -
The Effectiveness of Serious Games in Alleviating Anxiety: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 43 -
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 -
The Effectiveness of Serious Games for Alleviating Depression: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 42 -
Evaluation Metrics for Health Chatbots: A Delphi Study.
Methods of information in medicine.
2021
Academic Article
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Times cited: 16 -
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: 48 -
Analysis of Diabetes Apps to Assess Privacy-Related Permissions: Systematic Search of Apps.
JMIR diabetes.
2021
Academic Article
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Times cited: 11 -
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 -
Patients' Adoption of Electronic Personal Health Records in England: Secondary Data Analysis.
Journal of medical Internet research.
2020
Academic Article
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Times cited: 16 -
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: 297 -
Top Concerns of Tweeters During the COVID-19 Pandemic: Infoveillance Study.
Journal of medical Internet research.
2020
Academic Article
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Times cited: 626 -
Factors Affecting Patients' Use of Electronic Personal Health Records in England: Cross-Sectional Study.
Journal of medical Internet research.
2019
Academic Article
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Times cited: 35