Grateful for being selected to receive the award of AUB MEPI Tomorrow’s Leader Academic Excellence Award for graduating student with highest GPA 🙏🏻 Looking forward to the next chapter !

Always remember that you are braver than you believe, stronger than you seem, smarter than you think, & loved more than you’ll ever know. We're so proud of you & were honored to celebrate graduation day with you! ... (1/2) instagram.com/p/Cf_MXM5ld7s/ MEPI American University of Beirut

Can machine learning models predict maternal and newborn healthcare providers’ perception of safety during the COVID-19 pandemic? A cross-sectional study of a global online survey dlvr.it/SWxV4r

“Opportunity does not knock, it presents itself when you beat down the door” Very thankful for everyone who supported me during this wonderful journey from Medicine to Engineering; a journey that made me grow as a physician, as a researcher, but most importantly as a human being.

Accurate.

Extremely thrilled to announce that I will be joining Cleveland Clinic’s Cole Eye Institute as a postdoctoral research fellow to work on applications of Artificial Intelligence for retinal disorders and image-guided ophthalmic surgery.

Hello World!

Can #MLalgorithms predict healthcare providers’ perception of workplace safety & risk during the pandemic? Using KoboToolbox & ML, this study identified factors contributing to perceptions of workplace safety among maternal & newborn healthcare providers. …an-resources-health.biomedcentral.com/articles/10.11…

Just soaking up so much knowledge and loving the atmosphere at the #ColeEyeRetinaSummit in New Orleans! Thanks @ivistamedicaleducation for sponsoring the trip!

Just wrapped up an amazing experience at the 2023 ASRS-Seattle, connecting with brilliant minds in the field. Grateful to have presented our work at Cole Eye with Dr. Justis Ehlers on building #deeplearning models for detection of EZ at risk of progression to #GA in dry #AMD.

Our latest paper is a collaboration with American University of Beirut Biomedical/Electrical and Computer Engineering Programs on Machine Learning Models and FD for Brain Aneurysms: This tool can outperform Logistic Regression 89% VS 62% ! Matching the best therapeutic tool with the best patient!

#OPENACCESS Hammoud et al determine the misclassification rate of the keratoconus percentage (KISA%) index efficacy in eyes with progressive keratoconus journals.healio.com/doi/10.3928/10…

Can early Keratoconus be diagnosed purely based on pachymetry maps? The answer is yes! The Thickness Speed Progression Index (TSPI) is now available on the Ziemer Galilei platform and has just been published in the American Journal of Ophthalmology as an open-access article!

Focal Weakening/Thinnest Corneal Point Proximity in Normal, Subclinical, and Keratoconic Corneas Using Motion-Tracking Brillouin Microscopy ow.ly/7akz50Ww3ag

From CLMI.X to CLMIX-AI: A Machine Learning-Based Upgrade of the Cone Location and Magnitude Index Expanded to Detect Keratoconus Suspects ow.ly/JLch50WG0qw Bassel Hammoud #ophthalmology