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 ·
MBZUAI researchers introduce BiMediX, a bilingual (English and Arabic) mixture of experts LLM for medical applications. The model is trained on BiMed1.3M, a new 1.3 million bilingual instruction dataset and outperforms existing models like Med42 and Jais-30B on medical benchmarks. Code and models are available on Github.
MBZUAI ·
MBZUAI researchers Darya Taratynova and Shahad Hardan developed Forget-MI, a method for making clinical AI models "unlearn" specific patient data without retraining the entire model. Forget-MI addresses the challenge of removing patient data from AI models trained on multimodal records (like chest X-rays and reports) due to regulations like GDPR and HIPAA. The method unlearns both unimodal (image or text) and joint (image-text) associations while retaining overall accuracy using a late-fusion multimodal classifier. Why it matters: This research provides a practical solution to a critical privacy concern in healthcare AI, enabling compliance with data protection regulations and fostering trust in AI-driven medical applications.
KAUST ·
KAUST researchers developed VENTIBAG, a mobile AI-powered ventilator, in response to the COVID-19 pandemic. The device extracts and delivers pure oxygen, adjusting support based on real-time monitoring of the patient's condition via cloud connectivity. Funded by a KAUST Innovation Challenge grant, the portable ventilator is now advancing to the testing stage for medical applications. Why it matters: This innovation addresses critical needs for remote patient care and reducing hospital overcrowding, particularly relevant in resource-constrained environments.
KAUST ·
KAUST students Daniya Boges and Dr. Corrado Calì developed an AR tool for medical applications, leading to the startup IntraVides. The project was supported by KAUST's Smart Health Initiative, which provided access to AR/VR facilities and seed funding through the KAUST Innovation Fund. The KAUST Entrepreneurship Center also helped incubate the idea from concept to business. Why it matters: This highlights KAUST's role in fostering innovation and entrepreneurship in healthcare through strategic investments in advanced technology and dedicated support programs.
KAUST ·
KAUST Ph.D. student José Efraín Pérez won the Magnetism as Art Showcase People’s Choice Award at the 62nd Annual Conference on Magnetism and Magnetic Materials (MMM) 2017 for his artwork "Magnetic Nanobeacon." The artwork represents magnetic nanowires embedded in a nanoporous template. Pérez's research focuses on biomedical applications of nanostructures, using nanowires as a scaffold for stem cell differentiation. Why it matters: This award highlights the innovative research at KAUST in the area of magnetic nanostructures and their potential applications in biomedicine.
KAUST ·
A KAUST organic chemistry lab partnered with SABIC to explore using nanomaterials originally designed for biomedical applications as fillers in recyclable plastics. The collaboration allowed the lab to consider scalability and cost-effectiveness in their research. The partnership also helped to bridge the gap between academic research and industry needs. Why it matters: This collaboration highlights the importance of industry-academia partnerships in translating research into practical applications and advancing sustainable materials.
KAUST ·
KAUST will host the "U.S. National Academy of Sciences – KAUST Frontiers of Sensor Science Symposium" in December, focusing on sensor technologies. The symposium, in collaboration with the U.S.-based National Academy of Sciences (NAS), will cover agriculture, biomedical applications, environment (smart cities), and materials science. Carlo Ratti, Director of MIT’s SENSEable City Lab, will deliver the keynote address. Why it matters: The event highlights KAUST's strategic focus on sensor technology and its role in fostering international collaboration in cutting-edge research areas relevant to regional development.