• Abi Khalil C, Saab A, Rahme J, Abla J, Seroussi B. Evaluation of Machine Learning Algorithms for Pressure Injury Risk Assessment in a Hospital with Limited IT Resources. Stud Health Technol Inform., Proceedings of MIE 2024, August 2024 • El Morr C, Ozdemir D, Asdaah Y, Saab A, El-Lahib Y, Sokhn ES. AI-based epidemic pandemic early warning systems: A systematic scoping review. Health Informatics J. 202430(3):14604582241275844. doi:10.1177/14604582241275844 • Khachab Y, Saab A, El Morr C, El-Lahib Y, Salem Sokhn E. Identifying the Panorama of Potential Pandemic Pathogens Their Key Characteristics: A Systematic Scoping Review, Critical Reviews in Microbiology, June 2024 • J. -B. Lamy, M. Jammal, M. Saikali, C. Mourad, C. A. Khalil and A. Saab, Fisheye Visualization and Multi-Path Trees for Presenting Clinical Practice Guidelines: Methods and Application to Covid-19, 2023 27th International Conference Information Visualisation (IV), Tampere, Finland, 2023, pp. 37-42, doi: 10.1109/IV60283.2023.00017. • Saikali M, Békarian G, Khabouth J, Mourad C, Saab A. Automated Detection of Patient Harm: Implementation and Prospective Evaluation of a Real-Time Broad-Spectrum Surveillance Application in a Hospital With Limited Resources. J Patient Saf. 2022 Dec 19. doi: 10.1097/PTS.0000000000001096. Epub ahead of print. PMID: 36622740. • Abi Khalil C, Saab A, Rahme J, Seroussi B. Developing a Comprehensive Search Strategy for the Systematic Review of Clinical Decision Support Systems for Nursing Practice. Stud Health Technol Inform. 2023 May 18302:591-595. doi: 10.3233/SHTI230211. PMID: 37203754. • Saikali M, Halut M, Saab A, Berg BV, Michoux N, Mourad C. The Use of Medical Imaging Request Forms as Trigger Tools to Detect Intra-Hospital Adverse Events: A Pilot Study. J Belg Soc Radiol. 2022 Nov 10;106(1):106. doi: 10.5334/jbsr.2897. PMID: 36415214; PMCID: PMC9650978. • Saab A, Abi Khalil C, Jammal M, Saikali M, Lamy JB. 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. J Patient Saf. 2022 Sep 1;18(6):578-586. doi: 10.1097/PTS.0000000000001069. PMID: 35985042. • Saikali M, Bekarian G, Khabbout J, Mourad C, Saab A. Automated detection of patient harm: implementation and prospective evaluation of a real-time broad-spectrum surveillance application in a hospital with limited resources, J Patient Saf., October 2022 • Saab A, Saikali M, Lamy JB. Comparison of Machine Learning Algorithms for Classifying Adverse-Event Related 30-Day Hospital Readmissions: Potential Implications for Patient Safety. Stud Health Technol Inform. 2020 Jun 26;272:51-54. doi: 10.3233/SHTI200491. PMID: 32604598. • Saikali M, Tanios A, Saab A. Evaluation of a broad-spectrum partially automated adverse event surveillance system: a potential tool for patient safety improvement in hospitals with limited resources, Journal of Patient Safety 2017, PMID: 29166298, DOI: 10.1097/PTS.0000000000000442