selected publications
- 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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Wearable Artificial Intelligence for Sleep Disorders: Scoping Review.
Journal of medical Internet research.
2025
Academic Article
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Times cited: 4 - 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
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Deep learning applications for human embryo assessment using time-lapse imaging: scoping review.
Frontiers in reproductive health.
2025
Academic Article
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Times cited: 5 - Leveraging Large Language Models for Sentiment Analysis in Educational Contexts. Studies in health technology and informatics. 2025 Academic Article GET IT
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A fine-tuned convolutional neural network model for accurate Alzheimer's disease classification.
Scientific reports.
2025
Academic Article
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Times cited: 7 -
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: 3 -
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: 98 -
Author Correction: The role of blockchain to secure internet of medical things.
2024
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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: 27 -
Multidisciplinary cancer disease classification using adaptive FL in healthcare industry 5.0.
Scientific reports.
2024
Academic Article
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Times cited: 10 -
The role of blockchain to secure internet of medical things.
Scientific reports.
2024
Academic Article
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Times cited: 57 -
Harnessing Artificial Intelligence to Predict Ovarian Stimulation Outcomes in In Vitro Fertilization: Scoping Review.
Journal of medical Internet research.
2024
Academic Article
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Times cited: 10 -
Author Correction: Identification of kidney stones in KUB X-ray images using VGG16 empowered with explainable artificial intelligence.
2024
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Times cited: 2 -
Identification of kidney stones in KUB X-ray images using VGG16 empowered with explainable artificial intelligence.
Scientific reports.
2024
Academic Article
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Times cited: 36 -
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: 3 -
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: 22 -
Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis.
Journal of medical Internet research.
2023
Review
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Times cited: 22 -
The performance of serious games for enhancing attention in cognitively impaired older adults.
NPJ digital medicine.
2023
Review
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Times cited: 4 -
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: 347 -
Systematic review and meta-analysis of performance of wearable artificial intelligence in detecting and predicting depression.
NPJ digital medicine.
2023
Academic Article
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Times cited: 65 -
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: 17 -
The Effectiveness of Wearable Devices Using Artificial Intelligence for Blood Glucose Level Forecasting or Prediction: Systematic Review.
Journal of medical Internet research.
2023
Academic Article
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Times cited: 28 -
Correction: Wearable Artificial Intelligence for Anxiety and Depression: Scoping Review.
2023
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Times cited: 3 -
Wearable devices for anxiety & depression: A scoping review.
Computer methods and programs in biomedicine update.
2023
Academic Article
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Times cited: 32 -
Wearable Artificial Intelligence for Anxiety and Depression: Scoping Review.
Journal of medical Internet research.
2023
Academic Article
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Times cited: 67 -
Chatbot features for anxiety and depression: A scoping review.
Health informatics journal.
2023
Academic Article
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Times cited: 1 -
Artificial Intelligence-Driven Serious Games in Health Care: Scoping Review.
JMIR serious games.
2022
Academic Article
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Times cited: 19 -
Machine learning models to detect anxiety and depression through social media: A scoping review.
Computer methods and programs in biomedicine update.
2022
Academic Article
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Times cited: 68 -
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: 11 -
Overview of Artificial Intelligence-Driven Wearable Devices for Diabetes: Scoping Review.
Journal of medical Internet research.
2022
Academic Article
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Times cited: 31 -
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: 34 -
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: 30 -
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: 49 -
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 -
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: 19 -
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: 39 -
The Effectiveness of Serious Games in Alleviating Anxiety: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 36 -
The Effectiveness of Serious Games for Alleviating Depression: Systematic Review and Meta-analysis.
JMIR serious games.
2022
Review
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Times cited: 38 -
The Role of Machine Learning in Diagnosing Bipolar Disorder: Scoping Review.
Journal of medical Internet research.
2021
Academic Article
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Times cited: 45 -
Overview of Technologies Implemented During the First Wave of the COVID-19 Pandemic: Scoping Review.
Journal of medical Internet research.
2021
Academic Article
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Times cited: 21 -
Role of deep learning in early detection of COVID-19: Scoping review.
Computer methods and programs in biomedicine update.
2021
Academic Article
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Times cited: 34 -
The Role of Neural Network for the Detection of Parkinson's Disease: A Scoping Review.
Healthcare (Basel, Switzerland).
2021
Academic Article
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Times cited: 55 - A Review of Mobile Chatbot Apps for Anxiety and Depression andtheir Self-Care Features. 2021 Article
- An overview of technologies implemented during the first wave of COVID-19: A scoping review. 2021 Article
- Digital Mental Health Tools Increase Access but Need More Study. 2021 News Release
- How technology can help the youth with their mental health. 2021 News Release
- Role of Deep Learning in Early Detection of COVID-19: Scoping Review. 2021 Article
- The Role of Machine Learning in Diagnosing Bipolar Disorder: A Scoping Review . 2021 Article
- The Role of Neural Network for the Detection of Parkinson’s Disease: A Scoping Review. 2021 Article
- The effectiveness of serious games in alleviating depression: A systematic review and meta-analysis . 2021 Article
- Automated Microaneurysm Counts in the Region Temporal to the Fovea Associated with the Severity of Diabetic Retinopathy. 2016 Article
- Can automated analysis of sequential retinal images of people attending diabetic retinopathy screening predict future referral to ophthalmology?. 2016 Article
- Scottish Government Health Directorates Chief Scientist Office Can automated analysis of sequential retinal images of people attending diabetic retinopathy screening predict future referral to ophthalmology? Researchers. 2016 Conference Poster
- Texture analysis in assessment and prediction of chemotherapy response in breast cancer. 2013 Article
- Morphological Quantitation Software in Breast MRI: Application to Neoadjuvant Chemotherapy Patients. 2012 Thesis
- FULL UP TO DATE RESEARCH GATE LIST. Article