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Antoine Saab

AI-based epidemic and pandemic early warning systems: A systematic scoping review
2024 · Christo El Morr, Deniz Ozdemir, et al. · Health Informatics Journal · 75
Capabilities of computerized decision support systems supporting the nursing process in hospital settings: a scoping review
2025 · Cynthia Abi Khalil, Antoine Saab, et al. · BMC Nursing · 14
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Comparison of Machine Learning Algorithms for Classifying Adverse-Event Related 30-Day Hospital Readmissions: Potential Implications for Patient Safety
2020 · Saab Antoine, Saikali Melody, et al. · Studies in health technology and informatics · 10
Early Prediction of All-Cause Clinical Deterioration in General Wards Patients: Development and Validation of a Biomarker-Based Machine Learning Model Derived From Rapid Response Team Activations
2022 · Antoine Saab, Cynthia Abi Khalil, et al. · Journal of Patient Safety · 7
Practical Approach for Evaluating Machine Learning Anomaly Detection Algorithms for Epidemic Early Warning Systems
2025 · Antoine Saab, Abdul Hamid Dabboussi, et al. · Studies in health technology and informatics · 6
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Developing a Comprehensive Search Strategy for the Systematic Review of Clinical Decision Support Systems for Nursing Practice
2023 · Cynthia Abi Khalil, Antoine Saab, et al. · Studies in health technology and informatics · 5
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Evaluation of a Broad-Spectrum Partially Automated Adverse Event Surveillance System: A Potential Tool for Patient Safety Improvement in Hospitals With Limited Resources
2017 · Melody Saikali, Alain Tanios, et al. · Journal of Patient Safety · 5
Impact on clinical guideline adherence of Orient-COVID, a clinical decision support system based on dynamic decision trees for COVID19 management: A randomized simulation trial with medical trainees
2024 · Mouin Jammal, Antoine Saab, et al. · International Journal of Medical Informatics · 4
Enhancing Epidemic Early Warning Systems with Social Media Data
2025 · Nadine Kashmar, Deniz Ozdemir, et al. · International Conference on Control, Automation, and Instrumentation (IC2AI) · 3
Simulation Trials for Evaluating Clinical Decision Support Systems
2025 · Jean-Baptiste Lamy, Hector Falcoff, et al. · Studies in health technology and informatics · 2
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Evaluation of Machine Learning Algorithms for Pressure Injury Risk Assessment in a Hospital with Limited IT Resources
2024 · Cynthia Abi Khalil, Antoine Saab, et al. · Studies in health technology and informatics · 2
Identifying the panorama of potential pandemic pathogens and their key characteristics: a systematic scoping review
2024 · Yara Khachab, Antoine Saab, et al. · Critical Reviews in Microbiology · 2
Fisheye Visualization and Multi-Path Trees for Presenting Clinical Practice Guidelines: Methods and Application to Covid-19
2023 · Jean-Baptiste Lamy, Mouin Jammal, et al. · International Conference on Information Visualisation (IV) · 1
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AI-Enabled Early Detection of Epidemic Threats in a Resource-Constrained Health System: Implementation Research from Lebanon
2026 · Antoine Saab, Christo El Morr, et al. · Oxford Open Digital Health
AI-based epidemic early warning using social media and search engine signals: A scoping review
2026 · Amir Bayat, Ayissha Pavakopethan, et al. · Health Informatics Journal
A protocol model for simulation trials evaluating clinical decision support systems
2026 · Jean-Baptiste Lamy, Cynthia Abi Khalil, et al. · SSRN Electronic Journal
AI for Epidemic Preparedness
2026 · Christo El Morr, Antoine Saab, et al. · Springer eBooks
Reclaiming Preparedness: AI, Justice, and the Futures We Choose
2026 · Christo El Morr, Antoine Saab, et al. · Springer eBooks
Conception and Development of an AI-Driven Hospital-Based Early Warning System for Epidemic Surveillance: The EMERGENT Lebanon Project
2026 · Antoine Saab, Elie Salem Sokhn, et al. · Springer eBooks
Advancements in Detecting Antimicrobial Resistance and Multidrug Resistance Using Artificial Intelligence: A Systematic Review
2026 · Christo El Morr, Yara Khachab, et al. · Springer eBooks
Optimizing ICU Care: Advancing Nursing Diagnoses with a Decision Support System
2025 · Cynthia Abi Khalil, Antoine Saab, et al. · Studies in health technology and informatics
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Automated Detection of Patient Harm: Implementation and Prospective Evaluation of a Real-Time Broad-Spectrum Surveillance Application in a Hospital With Limited Resources
2022 · Melody Saikali, Gariné Békarian, et al. · Journal of Patient Safety
Détection, prédiction et prévention des évènements indésirables liés aux soins via l’intelligence artificielle, en associant approche basée sur les règles de décision et l’apprentissage automatique
2022 · Antoine Saab · theses.fr (ABES)
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The Use of Medical Imaging Request Forms as Trigger Tools to Detect Intra-Hospital Adverse Events: A Pilot Study
2022 · Melody Saikali, Marin Halut, et al. · Journal of the Belgian Society of Radiology
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Works count: 27
Citation count: 137
H-index: 5
I10-index: 3
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