معرفی
Dr. Jan Novak is a Lecturer at Aston University's School of Psychology within the College of Health and Life Sciences. They are affiliated with the Cognition & Neuroscience Research Group (CNRG) and the Aston Institute of Health & Neurodevelopment, focusing on cutting-edge neuroimaging research with clinical applications.
Dr. Novak's research centers on pediatric brain tumors and mild traumatic brain injury (mTBI), with particular expertise in magnetic resonance imaging techniques. Their work integrates machine learning approaches with advanced MRI methodologies including diffusion MRI, T1w/T2w ratio mapping, and optical coherence tomography to improve diagnostic accuracy and predict cognitive outcomes in vulnerable patient populations.
Analysis of recent publications reveals a strong focus on developing AI-driven segmentation tools for pediatric brain tumors and establishing clinical protocols for neuroimaging in traumatic brain injury. Dr. Novak's research demonstrates consistent interdisciplinary collaboration across neuroscience, radiology, oncology, and computer science fields, with growing impact evidenced by media coverage and academic citations.
Dr. Novak has published 38 research outputs including 23 articles, 5 book chapters, and 5 preprints. Their work has been disseminated through various channels including peer-reviewed journals, conference proceedings, and preprint servers, with increasing visibility as evidenced by mentions in news outlets, social media platforms, and academic readership metrics.
As part of the Cognition & Neuroscience Research Group, Dr. Novak contributes to Aston University's neurodevelopment research initiatives, working closely with clinical partners to translate imaging findings into practical applications for patient care. Their research pipeline focuses on developing early classification systems for brain conditions using non-invasive imaging techniques, with potential applications in both pediatric oncology and traumatic brain injury management.
