arXiv ·
MBZUAI researchers have introduced MIRA, a novel framework for improving the factual accuracy of multimodal large language models in medical applications. MIRA uses calibrated retrieval to manage factual risk and integrates image embeddings with a medical knowledge base for efficient reasoning. Evaluated on medical VQA and report generation benchmarks, MIRA achieves state-of-the-art results, with code available on GitHub.
arXiv ·
The Symposium on Data Mining and Applications (SDMA 2014) was organized by MEGDAM to foster collaboration among data mining and machine learning researchers in Saudi Arabia, GCC countries, and the Middle East. The symposium covered areas such as statistics, computational intelligence, pattern recognition, databases, Big Data Mining and visualization. Acceptance was based on originality, significance and quality of contribution.
KAUST ·
KAUST Ph.D. student Asrar Damdam won a Silicon Valley pitching competition with her biotechnology startup UVERA, which uses ultraviolet light to extend the shelf life of fresh food. The idea ranked first out of 116 others and was deemed the most investable by venture capitalists. UVERA's technology reduces food pathogens like E. coli and Salmonella, aiming to reduce food waste. Why it matters: This award highlights the potential for innovative foodtech solutions emerging from Saudi universities and their ability to attract global investment.
KAUST ·
MEDAD, a KAUST spin-off, won the 2020 MEED Sustainability Medal for its "Innovative Hybrid Solar Desalination Cycle." The MEDAD hybrid cycle desalinates seawater using solar energy at 60-80 degrees Celsius, combining adsorption with multi-effect desalination. The cycle achieved performance levels of 20% of thermodynamic limits and a water production cost of $0.48/m3. Why it matters: This award recognizes the potential of KAUST-developed technology to address critical water scarcity challenges in the GCC region through sustainable and cost-effective desalination.
KAUST ·
KAUST Ph.D. student Amira Alazmi won the Nanoscale poster prize at the Royal Society of Chemistry Symposium 2018 in London for her work on cobalt ferrite/reduced graphene oxide composites as a T2 contrast agent for magnetic resonance imaging. Her research focuses on understanding the synthesis of graphite oxide and reduced graphene oxide. Alazmi's work demonstrates the importance of selecting graphene oxide synthesis methods based on the intended application. Why it matters: This award recognizes the high-impact research being conducted at KAUST and highlights the importance of materials science in advancing medical imaging technologies.
KAUST ·
KAUST Associate Professor Derya Baran was named one of Forbes’ 20 Women Behind Middle Eastern Tech Brands for her work developing iyris SecondSky, a greenhouse roofing product. SecondSky uses nanoparticle additives to block heat while allowing light to pass through, reducing energy consumption by up to 40% and water use by 30%. The technology is already used in farms across 12 countries and is being considered for residential and commercial construction in Saudi Arabia. Why it matters: This recognition highlights the growing role of women in Middle Eastern tech and the potential for KAUST-developed technologies to address sustainability challenges in the region.
MBZUAI ·
Agathe Guilloux, a professor in Data Science at Evry Paris Saclay University, presented on machine learning algorithms for precision medicine at MBZUAI. Her talk covered the main challenges of precision medicine and how AI can address them. She also discussed algorithms developed for decision support tools. Why it matters: This highlights MBZUAI's role as a platform for discussing advanced AI applications in healthcare, even when the research is not directly conducted in the GCC.