Distinguished AI expert with nearly 20 years of experience, renowned for his contributions to the development and commercialization of AI technologies.
๐ ๐ซ๐จ๐ฆ ๐ฆ๐จ๐๐๐ฅ๐ฌ ๐ญ๐จ ๐๐ ๐๐ง๐ญ๐ฌ โ the shift toward intelligent systems. Weโve been exploring how agentic AI can move medical imaging beyond isolated models toward fully orchestrated clinical pipelines. Connect with us at IEEE ISBI 2026. #AI#Innovation#AgenticAI
๐ก๐ฒ๐ ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ฑ! Radiology reporting is one of the most challenging parts of clinical practice, especially spinal MRI: 3D anatomy, multiple sequences, and subtle findings that really matter for patient outcomes. Read the article: lnkd.in/dgxgtnU6
I had the privilege of speaking at the opening of LifeLines Hackathon 2026 at Carnegie Mellon University. Speaking to hundreds of students, I asked: how can AI strengthen humanity in its hardest moments? Its power is vast - but without governance and responsibility, itโs fragile.
๐ก๐ฒ๐ ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ฑ! Electronic health records hold critical information for clinical decision-making, but the sheer volume and complexity make efficient data retrieval challenging. Sound familiar? Read the paper: lnkd.in/dYaYkMEM#AI#Innovation
Delivering a panel discussion at The #Sovereign#AI Summit on Healthcare AI Journeys: Pathways from Research to Commercialization and Impact, a session that will highlight strategies, partnerships and ecosystems needed to turn AI innovations into sustainable value at scale #Egypt
It was a pleasure to join a fantastic discussion on unlocking real business impact through #AI โ exploring what truly empowers organisations to progress from data to decisions.
#Innovation#Leadership#DigitalTransformation@Cornell
๐ก๐ฒ๐ ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ฑ! 3D medical imaging is complex, and AI has struggled to keep up. Generating accurate clinical reports from 3D medical scans requires more than just โseeingโ the image. Read the paper: academic.oup.com/bjrai/articโฆ#AI#Innovation#Tech
It was an honour to take the stage at I-Nation Global Summit 2025 in Kuala Lumpur after YB Tuan Chang Lih Kang, Malaysiaโs Minister of Science, Technology & Innovation, during the AI-focused opening session. ๐ฒ๐พ #AI#Innovation#INation2025#NICE2025#MRANTI#MOSTI#MalaysiaTech
Delighted to be invited as plenary speaker at the NHS England Spinal Network meeting, presenting on #AI#innovations in #healthcare and their impact on #spine#surgery - thanks to my collaborator and friend Dr. Ahmed-Ramadan Sadek.
Some events stay with you. For me, the Global AI Summit in Riyadh ๐ธ๐ฆ was one - where ideas, people & opportunities came together. A clear showcase of Vision 2030 & Saudi Arabiaโs growing role as a hub for innovation & global collaboration. #AI#Innovation#GAINSummit#SaudiArabia
๐ก๐ฒ๐ ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ฑ! LLMs dominate the narrative, but their scale comes at a steep cost in compute, energy & deployment feasibility. Can a domain-specific SLM match or even surpass LLMs in drug-drug interaction prediction? Paper: lnkd.in/e_9AC_BC#AI
๐ก๐ฒ๐ ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ฑ ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต! Can multimodal AI, using just a mammogram and a few clinical clues, identify breast cancer subtypes more accuratelyโand non-invasively? Read our paper: lnkd.in/efDm46rB#Multimodal#AI#Innovation#PrecisionMedicine
In my recent conversation with Sanjay Puri from Knowlege Networks Group, I spoke about the future of #AI in medicine. I highlighted how AI is transforming medicine and healthcare & why collaboration among researchers, policymakers, and clinicians is key to responsible #innovation
๐ก๐ฒ๐ ๐ฟ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฝ๐๐ฏ๐น๐ถ๐๐ต๐ฒ๐ฑ! Do synthetic images generated by diffusion models keep the subtle, disease-defining features intact? Read our paper: frontiersin.org/journals/artโฆ#AI#Innovation@FrontiersIn